Evaluating: detectionsDump_2015-02-12.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID c1704733-8ecd-48ce-b07d-40e1387a04d1 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("Ie1", "OTHER") Prediction("E29", "I6", "OTHER") OccursIn("E24", "I5") Prediction("E56", "I8", "PREPARING_MEAL") OccursIn("E14", "I4") Prediction("E80", "I10", "OTHER") Prediction("E8", "I1", "OTHER") OccursIn("E46", "I7") OccursIn("E64", "Ie2") OccursIn("E72", "I9") InstanceClass("I5", "OTHER") OccursIn("E90", "I12") Prediction("E14", "I4", "TAKING_MEDICINES") OccursIn("E99", "I11") OccursIn("E23", "I5") Prediction("E73", "I9", "OTHER") Prediction("E12", "I3", "PREPARING_MEAL") OccursIn("E83", "I11") InstanceClass("I12", "EATING_MEAL") OccursIn("E8", "I1") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E30", "I7", "OTHER") OccursIn("E17", "I4") InstanceClass("I2", "PREPARING_MEAL") Prediction("E3", "I2", "PREPARING_MEAL") Prediction("E31", "I7", "OTHER") Prediction("E46", "I7", "OTHER") OccursIn("E98", "I11") OccursIn("E54", "Ie2") OccursIn("E77", "I10") Prediction("E24", "I5", "OTHER") OccursIn("E47", "I7") OccursIn("E2", "I1") OccursIn("E29", "I6") OccursIn("E45", "I1") OccursIn("E85", "Ie3") OccursIn("E27", "I6") OccursIn("E71", "I9") OccursIn("E30", "I7") OccursIn("E12", "I3") OccursIn("E67", "I1") OccursIn("E25", "I5") OccursIn("E65", "I9") OccursIn("E32", "I1") Prediction("E10", "I3", "PREPARING_MEAL") InstanceClass("Ie2", "EATING_MEAL") Prediction("E50", "I8", "PREPARING_MEAL") Prediction("E99", "I11", "PREPARING_MEAL") OccursIn("E91", "I12") OccursIn("E88", "Ie2") OccursIn("E73", "I9") OccursIn("E55", "I8") Prediction("E23", "I5", "OTHER") OccursIn("E74", "I9") Prediction("E71", "I9", "OTHER") Prediction("E95", "I11", "PREPARING_MEAL") Prediction("E9", "I3", "PREPARING_MEAL") OccursIn("E58", "I7") OccursIn("E53", "I8") OccursIn("E52", "Ie2") OccursIn("E21", "I3") Prediction("E93", "I11", "PREPARING_MEAL") OccursIn("E92", "I11") Prediction("E7", "I1", "OTHER") OccursIn("E61", "Ie1") Prediction("E51", "I8", "PREPARING_MEAL") InstanceClass("I6", "OTHER") Prediction("E83", "I11", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") Prediction("E79", "I10", "OTHER") OccursIn("E11", "I3") OccursIn("E86", "I3") InstanceClass("Ie3", "PREPARING_MEAL") Prediction("E76", "I8", "PREPARING_MEAL") Prediction("E1", "I1", "OTHER") Prediction("E65", "I9", "OTHER") OccursIn("E82", "I11") OccursIn("E56", "I8") Prediction("E26", "I6", "OTHER") Prediction("E47", "I7", "OTHER") OccursIn("E89", "Ie2") Prediction("E53", "I8", "PREPARING_MEAL") Prediction("E21", "I3", "PREPARING_MEAL") OccursIn("E48", "I8") OccursIn("E6", "I6") OccursIn("E28", "I6") OccursIn("E66", "I9") OccursIn("E95", "I11") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E7", "I1") InstanceClass("I10", "OTHER") Prediction("E25", "I5", "OTHER") Prediction("E20", "I3", "PREPARING_MEAL") OccursIn("E51", "I8") InstanceClass("I9", "OTHER") Prediction("E22", "I5", "OTHER") OccursIn("E75", "I8") OccursIn("E16", "I4") OccursIn("E26", "I6") OccursIn("E60", "I8") OccursIn("E80", "I10") InstanceClass("I11", "PREPARING_MEAL") Prediction("E48", "I8", "PREPARING_MEAL") OccursIn("E9", "I3") OccursIn("E59", "I8") OccursIn("E79", "I10") OccursIn("E96", "I12") Prediction("E84", "I11", "PREPARING_MEAL") OccursIn("E50", "I8") OccursIn("E94", "I11") Prediction("E59", "I8", "PREPARING_MEAL") Prediction("E28", "I6", "OTHER") OccursIn("E3", "I2") Prediction("E57", "I7", "OTHER") Prediction("E55", "I8", "PREPARING_MEAL") Prediction("E94", "I11", "PREPARING_MEAL") OccursIn("E57", "I7") OccursIn("E93", "I11") Prediction("E27", "I6", "OTHER") Prediction("E60", "I8", "PREPARING_MEAL") OccursIn("E13", "I4") Prediction("E77", "I10", "OTHER") Prediction("E11", "I3", "PREPARING_MEAL") Prediction("E81", "I11", "PREPARING_MEAL") Prediction("E98", "I11", "PREPARING_MEAL") InstanceClass("I7", "OTHER") Prediction("E75", "I8", "PREPARING_MEAL") Prediction("E66", "I9", "OTHER") OccursIn("E97", "I12") OccursIn("E10", "I3") Prediction("E74", "I9", "OTHER") OccursIn("E78", "I10") OccursIn("E22", "I5") Prediction("E13", "I4", "TAKING_MEDICINES") OccursIn("E84", "I11") OccursIn("E70", "I1") Prediction("E92", "I11", "PREPARING_MEAL") OccursIn("E100", "I12") OccursIn("E19", "I4") Prediction("E58", "I7", "OTHER") InstanceClass("I1", "OTHER") OccursIn("E81", "I11") InstanceClass("I8", "PREPARING_MEAL") Prediction("E17", "I4", "TAKING_MEDICINES") Prediction("E16", "I4", "TAKING_MEDICINES") OccursIn("E31", "I7") Prediction("E82", "I11", "PREPARING_MEAL") Prediction("E19", "I4", "TAKING_MEDICINES") OccursIn("E76", "I8") OccursIn("E1", "I1") Prediction("E78", "I10", "OTHER") Prediction("E87", "I11", "PREPARING_MEAL") Prediction("E72", "I9", "OTHER") OccursIn("E87", "I11") OccursIn("E20", "I3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.8333333333333334 Recall -> 0.8333333333333334 F1 -> 0.8333333333333334 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Overall precision: 0.8461538461538461 Overall recall: 0.9166666666666666 Overall F1: 0.8799999999999999 Boundary error: 93.54528968946822% Start delta: 646.3636363636364 Duration delta: 3210.5454545454545 (algo1) Boundary error: 63.61755916513625% (algo1) Start delta: 1504.0 (algo1) Duration delta: 2812.2 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6176470588235294 Recall -> 0.8076923076923077 F1 -> 0.7 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.4 Recall -> 0.5 F1 -> 0.4444444444444445 Activity: PREPARING_MEAL Precision -> 0.8333333333333334 Recall -> 0.625 F1 -> 0.7142857142857143 Overall precision: 0.6962025316455697 Overall recall: 0.6962025316455697 Overall F1: 0.6962025316455697 ------------------------ Evaluating: detectionsDump_2015-02-11.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID a0b88e9b-adcb-4a1f-af7a-a94ee662f4b3 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E42", "I7") OccursIn("E22", "I5") Prediction("E3", "I2", "OTHER") Prediction("E27", "I5", "PREPARING_MEAL") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") Prediction("E41", "I7", "OTHER") OccursIn("E35", "I6") OccursIn("E44", "I7") Prediction("E50", "I9", "PREPARING_MEAL") OccursIn("E3", "I2") OccursIn("E23", "I5") OccursIn("E13", "I4") Prediction("E25", "I6", "OTHER") OccursIn("E34", "I5") OccursIn("E55", "I10") Prediction("E17", "I5", "PREPARING_MEAL") OccursIn("E53", "I9") Prediction("E19", "I6", "OTHER") InstanceClass("I8", "OTHER") OccursIn("E24", "I6") OccursIn("E14", "I5") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E33", "I5") Prediction("E14", "I5", "PREPARING_MEAL") Prediction("E37", "I7", "OTHER") OccursIn("E19", "I6") OccursIn("E25", "I6") Prediction("E11", "I3", "TAKING_MEDICINES") OccursIn("E10", "I3") OccursIn("E56", "I11") OccursIn("E32", "I6") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E2", "I1") InstanceClass("I3", "TAKING_MEDICINES") OccursIn("E26", "I5") Prediction("E48", "I8", "OTHER") InstanceClass("Ie1", "OTHER") OccursIn("E12", "I3") Prediction("E33", "I5", "PREPARING_MEAL") OccursIn("E27", "I5") InstanceClass("Ie3", "OTHER") Prediction("E54", "I10", "OTHER") Prediction("E44", "I7", "OTHER") OccursIn("E37", "I7") OccursIn("E17", "I5") OccursIn("E6", "I3") Prediction("E10", "I3", "TAKING_MEDICINES") OccursIn("E28", "I5") OccursIn("E39", "I7") Prediction("E55", "I10", "OTHER") Prediction("E5", "I3", "TAKING_MEDICINES") OccursIn("E50", "I9") Prediction("E26", "I5", "PREPARING_MEAL") Prediction("E6", "I3", "TAKING_MEDICINES") Prediction("E32", "I6", "OTHER") Prediction("E7", "I3", "TAKING_MEDICINES") Prediction("E49", "I9", "PREPARING_MEAL") Prediction("E46", "I8", "OTHER") OccursIn("E29", "I4") Prediction("E45", "I8", "OTHER") Prediction("E2", "I1", "OTHER") Prediction("E12", "I3", "TAKING_MEDICINES") Prediction("E23", "I5", "PREPARING_MEAL") OccursIn("E30", "I4") Prediction("E28", "I5", "PREPARING_MEAL") OccursIn("E5", "I3") Prediction("E53", "I9", "PREPARING_MEAL") Prediction("E40", "I7", "OTHER") Prediction("E35", "I6", "OTHER") OccursIn("E31", "I6") OccursIn("E49", "I9") Prediction("E57", "I11", "OTHER") Prediction("E18", "I6", "OTHER") InstanceClass("I7", "OTHER") InstanceClass("I6", "OTHER") OccursIn("E46", "I8") InstanceClass("Ie2", "OTHER") Prediction("E34", "I5", "PREPARING_MEAL") Prediction("E36", "I7", "OTHER") OccursIn("E48", "I8") Prediction("E24", "I6", "OTHER") OccursIn("E21", "I9") OccursIn("E57", "I11") OccursIn("E40", "I7") OccursIn("E11", "I3") OccursIn("E45", "I8") Prediction("E39", "I7", "OTHER") Prediction("E42", "I7", "OTHER") OccursIn("E54", "I10") OccursIn("E20", "I4") Prediction("E22", "I5", "PREPARING_MEAL") Prediction("E4", "I2", "OTHER") InstanceClass("I2", "OTHER") OccursIn("E38", "I7") Prediction("E1", "I1", "OTHER") Prediction("E31", "I6", "OTHER") Prediction("E13", "I4", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E7", "I3") OccursIn("E1", "I1") OccursIn("E41", "I7") Prediction("E56", "I11", "OTHER") OccursIn("E18", "I6") Prediction("E38", "I7", "OTHER") OccursIn("E47", "I8") Prediction("E47", "I8", "OTHER") OccursIn("E36", "I7") InstanceClass("I10", "OTHER") InstanceClass("I11", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.7142857142857143 Recall -> 0.8333333333333334 F1 -> 0.7692307692307692 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Overall precision: 0.7272727272727273 Overall recall: 0.8 Overall F1: 0.761904761904762 Boundary error: 31.231436985113458% Start delta: 365.5 Duration delta: 489.125 (algo1) Boundary error: 31.231436985113458% (algo1) Start delta: 365.5 (algo1) Duration delta: 489.125 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.7407407407407407 Recall -> 0.9090909090909091 F1 -> 0.8163265306122449 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 0.8823529411764706 Recall -> 0.75 F1 -> 0.8108108108108107 Overall precision: 0.82 Overall recall: 0.82 Overall F1: 0.82 ------------------------ Evaluating: detectionsDump_2014-12-14.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 58876946-e046-41a5-8c5c-a4e6a15d1311 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E71", "I11") OccursIn("E15", "I4") Prediction("E36", "I6", "OTHER") Prediction("E54", "I8", "OTHER") OccursIn("E64", "I10") Prediction("E29", "I6", "OTHER") OccursIn("E82", "I12") InstanceClass("I1", "TAKING_MEDICINES") OccursIn("E28", "I6") OccursIn("E48", "I8") Prediction("E7", "I1", "TAKING_MEDICINES") OccursIn("E38", "I6") Prediction("E41", "I8", "OTHER") Prediction("E56", "I9", "OTHER") InstanceClass("I2", "OTHER") OccursIn("E6", "I1") OccursIn("E36", "I6") Prediction("E49", "I8", "OTHER") Prediction("E88", "I13", "TAKING_MEDICINES") Prediction("E14", "I4", "TAKING_MEDICINES") OccursIn("E30", "I6") Prediction("E74", "I11", "PREPARING_MEAL") OccursIn("E10", "I9") Prediction("E83", "I12", "OTHER") Prediction("E13", "I2", "OTHER") OccursIn("E54", "I8") InstanceClass("Ie1", "EATING_MEAL") Prediction("E44", "I8", "OTHER") OccursIn("E83", "I12") OccursIn("E20", "I4") OccursIn("E42", "I8") Prediction("E93", "I13", "TAKING_MEDICINES") OccursIn("E56", "I9") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E92", "I13") OccursIn("E80", "I10") InstanceClass("Ie3", "EATING_MEAL") Prediction("E60", "I9", "OTHER") Prediction("E4", "I1", "TAKING_MEDICINES") Prediction("E43", "I8", "OTHER") InstanceClass("I6", "OTHER") Prediction("E17", "I4", "TAKING_MEDICINES") OccursIn("E74", "I11") Prediction("E87", "I13", "TAKING_MEDICINES") Prediction("E57", "I9", "OTHER") OccursIn("E75", "Ie1") OccursIn("E34", "I7") Prediction("E84", "I12", "OTHER") OccursIn("E51", "I8") OccursIn("E41", "I8") OccursIn("E14", "I4") OccursIn("E53", "I8") OccursIn("E27", "I6") Prediction("E16", "I4", "TAKING_MEDICINES") Prediction("E71", "I11", "PREPARING_MEAL") OccursIn("E93", "I13") Prediction("E3", "I1", "TAKING_MEDICINES") OccursIn("E49", "I8") Prediction("E8", "I2", "OTHER") Prediction("E9", "I2", "OTHER") OccursIn("E55", "I9") Prediction("E22", "I4", "TAKING_MEDICINES") Prediction("E6", "I1", "TAKING_MEDICINES") InstanceClass("I11", "PREPARING_MEAL") OccursIn("E88", "I13") OccursIn("E23", "I2") Prediction("E20", "I4", "TAKING_MEDICINES") Prediction("E39", "I8", "OTHER") Prediction("E19", "I4", "TAKING_MEDICINES") OccursIn("E69", "I10") Prediction("E1", "I1", "TAKING_MEDICINES") OccursIn("E66", "I5") OccursIn("E19", "I4") Prediction("E34", "I7", "TAKING_MEDICINES") OccursIn("E85", "I13") OccursIn("E9", "I2") OccursIn("E44", "I8") Prediction("E51", "I8", "OTHER") OccursIn("E1", "I1") Prediction("E28", "I6", "OTHER") OccursIn("E37", "I6") Prediction("E15", "I4", "TAKING_MEDICINES") InstanceClass("I4", "TAKING_MEDICINES") OccursIn("E29", "I6") OccursIn("E39", "I8") Prediction("E21", "I4", "TAKING_MEDICINES") OccursIn("E45", "I8") OccursIn("E63", "I11") OccursIn("E17", "I4") Prediction("E12", "I2", "OTHER") Prediction("E70", "I11", "PREPARING_MEAL") OccursIn("E72", "I11") OccursIn("E81", "I10") OccursIn("E13", "I2") OccursIn("E57", "I9") OccursIn("E70", "I11") OccursIn("E59", "I9") OccursIn("E77", "I10") OccursIn("E89", "I13") Prediction("E42", "I8", "OTHER") OccursIn("E65", "I10") OccursIn("E8", "I2") Prediction("E82", "I12", "OTHER") Prediction("E86", "I13", "TAKING_MEDICINES") Prediction("E27", "I6", "OTHER") InstanceClass("I13", "TAKING_MEDICINES") Prediction("E89", "I13", "TAKING_MEDICINES") InstanceClass("I7", "TAKING_MEDICINES") OccursIn("E22", "I4") OccursIn("E26", "I2") OccursIn("E4", "I1") OccursIn("E50", "I8") InstanceClass("I3", "PREPARING_MEAL") Prediction("E38", "I6", "OTHER") InstanceClass("I8", "OTHER") Prediction("E52", "I8", "OTHER") OccursIn("E87", "I13") OccursIn("E12", "I2") OccursIn("E68", "I10") Prediction("E50", "I8", "OTHER") Prediction("E35", "I6", "OTHER") Prediction("E58", "I9", "OTHER") Prediction("E59", "I9", "OTHER") OccursIn("E67", "I5") Prediction("E63", "I11", "PREPARING_MEAL") Prediction("E31", "I7", "TAKING_MEDICINES") Prediction("E40", "I8", "OTHER") OccursIn("E16", "I4") Prediction("E72", "I11", "PREPARING_MEAL") Prediction("E48", "I8", "OTHER") Prediction("E55", "I9", "OTHER") OccursIn("E86", "I13") Prediction("E92", "I13", "TAKING_MEDICINES") Prediction("E53", "I8", "OTHER") OccursIn("E7", "I1") OccursIn("E43", "I8") InstanceClass("I12", "OTHER") OccursIn("E84", "I12") Prediction("E37", "I6", "OTHER") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E31", "I7") Prediction("E30", "I6", "OTHER") OccursIn("E3", "I1") InstanceClass("I10", "EATING_MEAL") OccursIn("E73", "I11") OccursIn("E76", "Ie1") OccursIn("E58", "I9") OccursIn("E62", "I10") OccursIn("E40", "I8") OccursIn("E35", "I6") OccursIn("E11", "I10") OccursIn("E61", "I10") Prediction("E85", "I13", "TAKING_MEDICINES") InstanceClass("I9", "OTHER") OccursIn("E60", "I9") Prediction("E73", "I11", "PREPARING_MEAL") OccursIn("E52", "I8") Prediction("E45", "I8", "OTHER") OccursIn("E21", "I4") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6 Recall -> 0.6 F1 -> 0.6 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.25 F1 -> 0.3333333333333333 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.3333333333333333 F1 -> 0.5 Overall precision: 0.5833333333333334 Overall recall: 0.5 Overall F1: 0.5384615384615384 Boundary error: 1059.015231227919% Start delta: 67.85714285714286 Duration delta: 5993.142857142857 (algo1) Boundary error: 1177.6027973141634% (algo1) Start delta: 877.5454545454545 (algo1) Duration delta: 3272.818181818182 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.631578947368421 Recall -> 0.9230769230769231 F1 -> 0.7499999999999999 Activity: TAKING_MEDICINES Precision -> 0.9090909090909091 Recall -> 1.0 F1 -> 0.9523809523809523 Activity: EATING_MEAL Precision -> 0.08333333333333333 Recall -> 0.16666666666666666 F1 -> 0.1111111111111111 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.2857142857142857 F1 -> 0.4444444444444445 Overall precision: 0.6625 Overall recall: 0.6625 Overall F1: 0.6625 ------------------------ Evaluating: detectionsDump_2015-02-09.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 9b28ab80-04b1-4956-9a20-dd428a0d6848 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("I3", "OTHER") OccursIn("E15", "I2") OccursIn("E61", "I4") OccursIn("E21", "I3") Prediction("E39", "I5", "OTHER") Prediction("E13", "I2", "OTHER") Prediction("E41", "I5", "OTHER") OccursIn("E48", "I6") OccursIn("E34", "I5") OccursIn("E67", "I6") OccursIn("E7", "I1") InstanceClass("I1", "OTHER") OccursIn("E18", "I2") OccursIn("E20", "I3") Prediction("E4", "I1", "OTHER") OccursIn("E47", "I7") Prediction("E5", "I1", "OTHER") Prediction("E10", "I1", "OTHER") OccursIn("E3", "I1") OccursIn("E66", "I6") OccursIn("E22", "I3") OccursIn("E30", "Ie3") OccursIn("E13", "I2") Prediction("E21", "I3", "OTHER") OccursIn("E63", "I4") OccursIn("E41", "I5") Prediction("E31", "I4", "PREPARING_MEAL") Prediction("E9", "I1", "OTHER") OccursIn("E23", "I4") OccursIn("E38", "Ie2") OccursIn("E5", "I1") OccursIn("E64", "I7") OccursIn("E74", "I7") OccursIn("E16", "I2") OccursIn("E11", "I2") OccursIn("E37", "I3") OccursIn("E75", "I7") OccursIn("E28", "I4") OccursIn("E2", "I1") OccursIn("E72", "I7") OccursIn("E59", "I6") OccursIn("E71", "I6") Prediction("E49", "I6", "PREPARING_MEAL") Prediction("E20", "I3", "OTHER") OccursIn("E12", "I2") Prediction("E67", "I6", "PREPARING_MEAL") InstanceClass("I7", "EATING_MEAL") OccursIn("E39", "I5") Prediction("E15", "I2", "OTHER") InstanceClass("Ie1", "EATING_MEAL") Prediction("E60", "I6", "PREPARING_MEAL") Prediction("E14", "I2", "OTHER") OccursIn("E9", "I1") OccursIn("E50", "I6") OccursIn("E42", "I5") OccursIn("E31", "I4") InstanceClass("I6", "PREPARING_MEAL") Prediction("E71", "I6", "PREPARING_MEAL") OccursIn("E52", "I4") Prediction("E17", "I2", "OTHER") Prediction("E76", "I6", "PREPARING_MEAL") Prediction("E28", "I4", "PREPARING_MEAL") Prediction("E18", "I2", "OTHER") OccursIn("E6", "I1") Prediction("E7", "I1", "OTHER") Prediction("E36", "I3", "OTHER") InstanceClass("I5", "OTHER") OccursIn("E53", "I6") Prediction("E2", "I1", "OTHER") Prediction("E70", "I6", "PREPARING_MEAL") OccursIn("E17", "I2") OccursIn("E68", "Ie2") OccursIn("E35", "I3") Prediction("E19", "I3", "OTHER") OccursIn("E8", "I1") OccursIn("E70", "I6") Prediction("E50", "I6", "PREPARING_MEAL") Prediction("E53", "I6", "PREPARING_MEAL") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E19", "I3") Prediction("E48", "I6", "PREPARING_MEAL") Prediction("E42", "I5", "OTHER") OccursIn("E36", "I3") OccursIn("E69", "Ie2") OccursIn("E76", "I6") OccursIn("E4", "I1") OccursIn("E45", "I6") Prediction("E43", "I6", "PREPARING_MEAL") Prediction("E22", "I3", "OTHER") OccursIn("E14", "I2") OccursIn("E51", "I6") Prediction("E51", "I6", "PREPARING_MEAL") Prediction("E59", "I6", "PREPARING_MEAL") Prediction("E11", "I2", "OTHER") OccursIn("E46", "I7") Prediction("E23", "I4", "PREPARING_MEAL") OccursIn("E43", "I6") Prediction("E8", "I1", "OTHER") Prediction("E3", "I1", "OTHER") OccursIn("E60", "I6") Prediction("E6", "I1", "OTHER") InstanceClass("Ie3", "EATING_MEAL") Prediction("E40", "I5", "OTHER") OccursIn("E29", "Ie3") Prediction("E12", "I2", "OTHER") Prediction("E37", "I3", "OTHER") OccursIn("E65", "I7") Prediction("E1", "I1", "OTHER") InstanceClass("Ie2", "EATING_MEAL") InstanceClass("I2", "OTHER") Prediction("E35", "I3", "OTHER") OccursIn("E10", "I1") OccursIn("E1", "I1") OccursIn("E73", "I7") OccursIn("E49", "I6") OccursIn("E40", "I5") Prediction("E45", "I6", "PREPARING_MEAL") Prediction("E66", "I6", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 0.5 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.7777777777777778 Overall recall: 0.875 Overall F1: 0.823529411764706 Boundary error: 216.2723491942102% Start delta: 4036.714285714286 Duration delta: 5329.714285714285 (algo1) Boundary error: 145.77261463861703% (algo1) Start delta: 1952.25 (algo1) Duration delta: 4292.75 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8666666666666667 Recall -> 0.7647058823529411 F1 -> 0.8125 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.3076923076923077 Recall -> 0.5714285714285714 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 0.6818181818181818 F1 -> 0.7142857142857143 Overall precision: 0.7142857142857143 Overall recall: 0.7142857142857143 Overall F1: 0.7142857142857143 ------------------------ Evaluating: detectionsDump_2015-01-28.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 69cedfe9-2689-4e21-ad09-edd7ba109932 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("Ie2", "EATING_MEAL") Prediction("E5", "I3", "PREPARING_MEAL") OccursIn("E22", "I12") OccursIn("E42", "I11") OccursIn("E21", "I6") Prediction("E19", "I6", "PREPARING_MEAL") Prediction("E57", "I13", "OTHER") OccursIn("E4", "I2") Prediction("E48", "I11", "OTHER") InstanceClass("I1", "OTHER") Prediction("E40", "I10", "OTHER") Prediction("E54", "I13", "OTHER") OccursIn("E20", "I6") InstanceClass("I11", "OTHER") Prediction("E37", "I9", "OTHER") OccursIn("E12", "Ie2") Prediction("E28", "I6", "PREPARING_MEAL") OccursIn("E3", "I2") Prediction("E15", "I5", "OTHER") InstanceClass("I7", "OTHER") InstanceClass("I12", "PREPARING_MEAL") OccursIn("E53", "I13") OccursIn("E51", "I12") InstanceClass("I5", "OTHER") Prediction("E50", "I12", "PREPARING_MEAL") OccursIn("E57", "I13") Prediction("E32", "I7", "OTHER") OccursIn("E37", "I9") OccursIn("E58", "I13") Prediction("E51", "I12", "PREPARING_MEAL") OccursIn("E16", "I6") OccursIn("E24", "I6") Prediction("E24", "I6", "PREPARING_MEAL") Prediction("E10", "I4", "TAKING_MEDICINES") OccursIn("E8", "I4") InstanceClass("I2", "OTHER") Prediction("E46", "I11", "OTHER") Prediction("E16", "I6", "PREPARING_MEAL") Prediction("E49", "I12", "PREPARING_MEAL") OccursIn("E2", "I1") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E4", "I2", "OTHER") Prediction("E30", "I6", "PREPARING_MEAL") OccursIn("E23", "I12") OccursIn("E11", "I4") OccursIn("E31", "I7") InstanceClass("I10", "OTHER") OccursIn("E46", "I11") OccursIn("E6", "I3") OccursIn("E55", "Ie2") OccursIn("E25", "I6") Prediction("E8", "I4", "TAKING_MEDICINES") OccursIn("E28", "I6") OccursIn("E52", "I12") OccursIn("E38", "I9") Prediction("E43", "I11", "OTHER") OccursIn("E40", "I10") Prediction("E7", "I4", "TAKING_MEDICINES") OccursIn("E49", "I12") OccursIn("E33", "I8") OccursIn("E32", "I7") OccursIn("E29", "I6") Prediction("E25", "I6", "PREPARING_MEAL") OccursIn("E14", "I5") Prediction("E3", "I2", "OTHER") InstanceClass("I8", "OTHER") InstanceClass("I13", "OTHER") Prediction("E2", "I1", "OTHER") Prediction("E11", "I4", "TAKING_MEDICINES") OccursIn("E30", "I6") Prediction("E52", "I12", "PREPARING_MEAL") OccursIn("E5", "I3") InstanceClass("I9", "OTHER") OccursIn("E56", "Ie2") InstanceClass("Ie3", "EATING_MEAL") Prediction("E59", "I13", "OTHER") Prediction("E21", "I6", "PREPARING_MEAL") OccursIn("E59", "I13") Prediction("E39", "I10", "OTHER") OccursIn("E41", "I11") Prediction("E31", "I7", "OTHER") Prediction("E47", "I11", "OTHER") OccursIn("E13", "Ie2") InstanceClass("I6", "PREPARING_MEAL") Prediction("E38", "I9", "OTHER") Prediction("E14", "I5", "OTHER") Prediction("E53", "I13", "OTHER") OccursIn("E47", "I11") OccursIn("E39", "I10") Prediction("E20", "I6", "PREPARING_MEAL") Prediction("E29", "I6", "PREPARING_MEAL") OccursIn("E10", "I4") Prediction("E58", "I13", "OTHER") OccursIn("E50", "I12") Prediction("E6", "I3", "PREPARING_MEAL") OccursIn("E19", "I6") InstanceClass("Ie1", "EATING_MEAL") Prediction("E41", "I11", "OTHER") InstanceClass("I3", "PREPARING_MEAL") Prediction("E42", "I11", "OTHER") Prediction("E1", "I1", "OTHER") OccursIn("E54", "I13") OccursIn("E48", "I11") OccursIn("E7", "I4") OccursIn("E1", "I1") OccursIn("E36", "I8") OccursIn("E15", "I5") OccursIn("E43", "I11") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.8571428571428571 F1 -> 0.75 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.7857142857142857 Overall recall: 0.8461538461538461 Overall F1: 0.8148148148148148 Boundary error: 185.28900085218902% Start delta: 0.0 Duration delta: 3955.4545454545455 (algo1) Boundary error: 179.22378186107906% (algo1) Start delta: 2258.8333333333335 (algo1) Duration delta: 3187.25 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.92 Recall -> 0.92 F1 -> 0.92 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.8823529411764706 Recall -> 0.8823529411764706 F1 -> 0.8823529411764706 Overall precision: 0.92 Overall recall: 0.92 Overall F1: 0.92 ------------------------ Evaluating: detectionsDump_2014-11-22.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID ef2766e6-e1b2-45d0-8bef-36c10f7b3683 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db Prediction("E28", "I6", "OTHER") OccursIn("E16", "I4") Prediction("E15", "I4", "PREPARING_MEAL") Prediction("E22", "I2", "OTHER") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") OccursIn("E59", "I11") OccursIn("E17", "Ie1") OccursIn("E58", "I11") OccursIn("E50", "I6") Prediction("E25", "I6", "OTHER") OccursIn("E42", "Ie2") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E43", "Ie2") OccursIn("E3", "I2") OccursIn("E28", "I6") OccursIn("E26", "I6") OccursIn("E14", "I3") OccursIn("E35", "I7") OccursIn("E57", "I11") OccursIn("E33", "I7") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E63", "I13") Prediction("E56", "I11", "OTHER") OccursIn("E23", "I5") Prediction("E10", "I3", "TAKING_MEDICINES") OccursIn("E9", "I3") OccursIn("E39", "I6") InstanceClass("I2", "OTHER") Prediction("E48", "I8", "PREPARING_MEAL") Prediction("E33", "I7", "PREPARING_MEAL") OccursIn("E22", "I2") OccursIn("E6", "Ie1") OccursIn("E24", "I5") InstanceClass("I12", "EATING_MEAL") OccursIn("E2", "I1") InstanceClass("I3", "TAKING_MEDICINES") Prediction("E30", "I6", "OTHER") InstanceClass("I8", "PREPARING_MEAL") OccursIn("E37", "Ie2") Prediction("E4", "I2", "OTHER") InstanceClass("I7", "PREPARING_MEAL") InstanceClass("I6", "OTHER") OccursIn("E54", "I11") InstanceClass("I13", "OTHER") Prediction("E16", "I4", "PREPARING_MEAL") Prediction("E54", "I11", "OTHER") OccursIn("E13", "I3") OccursIn("E41", "Ie2") InstanceClass("I5", "OTHER") Prediction("E9", "I3", "TAKING_MEDICINES") OccursIn("E56", "I11") OccursIn("E34", "I7") OccursIn("E20", "I3") OccursIn("E52", "Ie2") Prediction("E59", "I11", "OTHER") Prediction("E63", "I13", "OTHER") OccursIn("E44", "I13") OccursIn("E5", "Ie1") Prediction("E7", "I3", "TAKING_MEDICINES") Prediction("E35", "I7", "PREPARING_MEAL") OccursIn("E27", "I6") Prediction("E49", "I6", "OTHER") Prediction("E46", "I6", "OTHER") Prediction("E3", "I2", "OTHER") Prediction("E2", "I1", "OTHER") Prediction("E13", "I3", "TAKING_MEDICINES") OccursIn("E30", "I6") Prediction("E51", "I9", "PREPARING_MEAL") OccursIn("E46", "I6") Prediction("E57", "I11", "OTHER") Prediction("E27", "I6", "OTHER") OccursIn("E53", "Ie2") OccursIn("E45", "I12") OccursIn("E47", "I8") Prediction("E26", "I6", "OTHER") OccursIn("E55", "I11") OccursIn("E15", "I4") Prediction("E23", "I5", "OTHER") Prediction("E19", "I3", "TAKING_MEDICINES") Prediction("E20", "I3", "TAKING_MEDICINES") Prediction("E14", "I3", "TAKING_MEDICINES") OccursIn("E51", "I9") OccursIn("E29", "I6") Prediction("E21", "I2", "OTHER") OccursIn("E10", "I3") OccursIn("E49", "I6") Prediction("E58", "I11", "OTHER") Prediction("E62", "I13", "OTHER") OccursIn("E61", "I10") OccursIn("E31", "Ie1") Prediction("E36", "I7", "PREPARING_MEAL") Prediction("E55", "I11", "OTHER") OccursIn("E36", "I7") InstanceClass("I4", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") Prediction("E47", "I8", "PREPARING_MEAL") Prediction("E1", "I1", "OTHER") OccursIn("E60", "I10") Prediction("E34", "I7", "PREPARING_MEAL") OccursIn("E62", "I13") Prediction("E50", "I6", "OTHER") OccursIn("E19", "I3") OccursIn("E32", "I6") OccursIn("E18", "Ie1") InstanceClass("I11", "OTHER") InstanceClass("I10", "EATING_MEAL") Prediction("E24", "I5", "OTHER") OccursIn("E7", "I3") OccursIn("E1", "I1") OccursIn("E25", "I6") OccursIn("E38", "Ie2") Prediction("E29", "I6", "OTHER") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E21", "I2") OccursIn("E48", "I8") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.5714285714285714 F1 -> 0.6153846153846153 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.25 Recall -> 1.0 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 0.25 Recall -> 1.0 F1 -> 0.4 Overall precision: 0.4666666666666667 Overall recall: 0.7 Overall F1: 0.56 Boundary error: 149.55736116874155% Start delta: 52.285714285714285 Duration delta: 2321.714285714286 (algo1) Boundary error: 54.90092340638867% (algo1) Start delta: 18.857142857142858 (algo1) Duration delta: 386.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.56 F1 -> 0.717948717948718 Activity: TAKING_MEDICINES Precision -> 0.7142857142857143 Recall -> 1.0 F1 -> 0.8333333333333333 Activity: EATING_MEAL Precision -> 0.13333333333333333 Recall -> 1.0 F1 -> 0.23529411764705882 Activity: PREPARING_MEAL Precision -> 0.2222222222222222 Recall -> 1.0 F1 -> 0.3636363636363636 Overall precision: 0.6271186440677966 Overall recall: 0.6271186440677966 Overall F1: 0.6271186440677966 ------------------------ Evaluating: detectionsDump_2015-01-22.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID d9c81806-a74b-43f7-b92d-8a9327505e5f complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E6", "I2") OccursIn("E15", "I3") OccursIn("E50", "I6") Prediction("E50", "I6", "PREPARING_MEAL") OccursIn("E46", "I5") OccursIn("E31", "I4") OccursIn("E60", "I6") Prediction("E2", "I1", "OTHER") OccursIn("E38", "I4") OccursIn("E42", "I3") Prediction("E60", "I6", "PREPARING_MEAL") OccursIn("E16", "I3") OccursIn("E7", "I2") InstanceClass("I1", "OTHER") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E8", "I1") OccursIn("E39", "I4") OccursIn("E30", "I3") OccursIn("E59", "I6") OccursIn("E17", "I3") Prediction("E7", "I2", "TAKING_MEDICINES") OccursIn("E14", "I3") InstanceClass("Ie3", "OTHER") Prediction("E10", "I1", "OTHER") Prediction("E58", "I6", "PREPARING_MEAL") Prediction("E15", "I3", "PREPARING_MEAL") Prediction("E29", "I3", "PREPARING_MEAL") Prediction("E34", "I3", "PREPARING_MEAL") OccursIn("E32", "I3") OccursIn("E3", "I2") Prediction("E63", "I6", "PREPARING_MEAL") OccursIn("E45", "I6") Prediction("E49", "I6", "PREPARING_MEAL") Prediction("E16", "I3", "PREPARING_MEAL") OccursIn("E63", "I6") Prediction("E9", "I1", "OTHER") Prediction("E6", "I2", "TAKING_MEDICINES") OccursIn("E33", "I4") Prediction("E28", "I3", "PREPARING_MEAL") Prediction("E12", "I1", "OTHER") Prediction("E64", "I7", "OTHER") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E44", "I6", "PREPARING_MEAL") OccursIn("E64", "I7") OccursIn("E5", "I2") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E11", "I1", "OTHER") Prediction("E19", "I3", "PREPARING_MEAL") OccursIn("E43", "I6") OccursIn("E48", "I6") OccursIn("E28", "I3") OccursIn("E34", "I3") Prediction("E14", "I3", "PREPARING_MEAL") InstanceClass("I4", "EATING_MEAL") OccursIn("E11", "I1") OccursIn("E58", "I6") Prediction("E13", "I1", "OTHER") Prediction("E59", "I6", "PREPARING_MEAL") OccursIn("E12", "I1") Prediction("E45", "I6", "PREPARING_MEAL") OccursIn("E29", "I3") InstanceClass("Ie2", "OTHER") Prediction("E8", "I1", "OTHER") OccursIn("E2", "I1") OccursIn("E61", "I5") OccursIn("E35", "I3") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E13", "I1") OccursIn("E41", "I5") Prediction("E48", "I6", "PREPARING_MEAL") OccursIn("E47", "I5") InstanceClass("I7", "OTHER") Prediction("E35", "I3", "PREPARING_MEAL") Prediction("E57", "I6", "PREPARING_MEAL") OccursIn("E36", "I4") OccursIn("E49", "I6") Prediction("E1", "I1", "OTHER") InstanceClass("Ie1", "EATING_MEAL") Prediction("E30", "I3", "PREPARING_MEAL") Prediction("E32", "I3", "PREPARING_MEAL") OccursIn("E18", "I6") OccursIn("E57", "I6") OccursIn("E9", "I1") OccursIn("E10", "I1") OccursIn("E1", "I1") InstanceClass("I5", "EATING_MEAL") OccursIn("E44", "I6") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E62", "I5") OccursIn("E19", "I3") OccursIn("E40", "I5") OccursIn("E37", "I4") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 0.25 F1 -> 0.3333333333333333 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.6666666666666666 F1 -> 0.8 Overall precision: 0.5714285714285714 Overall recall: 0.4 Overall F1: 0.47058823529411764 Boundary error: 56.957723075545694% Start delta: 2.25 Duration delta: 787.25 (algo1) Boundary error: 59.345171873981826% (algo1) Start delta: 526.4 (algo1) Duration delta: 1154.4 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8888888888888888 Recall -> 0.5 F1 -> 0.64 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.16666666666666666 Recall -> 1.0 F1 -> 0.2857142857142857 Activity: PREPARING_MEAL Precision -> 0.9166666666666666 Recall -> 0.8148148148148148 F1 -> 0.8627450980392156 Overall precision: 0.7346938775510204 Overall recall: 0.7346938775510204 Overall F1: 0.7346938775510203 ------------------------ Evaluating: detectionsDump_2015-01-18.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 93b142a7-1210-4310-88fe-fa74de242f09 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("I6", "OTHER") OccursIn("E56", "I9") Prediction("E6", "I2", "TAKING_MEDICINES") OccursIn("E14", "I4") InstanceClass("I7", "OTHER") OccursIn("E87", "I10") Prediction("E40", "I6", "OTHER") OccursIn("E49", "I7") OccursIn("E21", "I5") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E14", "I4", "OTHER") InstanceClass("I4", "OTHER") OccursIn("E70", "I9") OccursIn("E41", "I6") OccursIn("E73", "I4") OccursIn("E5", "I3") InstanceClass("I1", "OTHER") Prediction("E30", "I6", "OTHER") OccursIn("E62", "I9") OccursIn("E63", "I9") OccursIn("E20", "I5") OccursIn("E15", "I4") Prediction("E78", "I9", "OTHER") Prediction("E53", "I8", "PREPARING_MEAL") OccursIn("E40", "I6") OccursIn("E33", "Ie3") Prediction("E63", "I9", "OTHER") OccursIn("E88", "I10") OccursIn("E3", "I2") Prediction("E83", "I10", "TAKING_MEDICINES") OccursIn("E71", "I9") OccursIn("E22", "I5") OccursIn("E13", "I4") Prediction("E12", "I4", "OTHER") OccursIn("E37", "I1") OccursIn("E64", "I9") Prediction("E43", "I6", "OTHER") Prediction("E67", "I8", "PREPARING_MEAL") InstanceClass("I9", "OTHER") OccursIn("E27", "I5") Prediction("E48", "I7", "OTHER") OccursIn("E36", "I6") Prediction("E19", "I5", "PREPARING_MEAL") Prediction("E82", "I10", "TAKING_MEDICINES") OccursIn("E78", "I9") OccursIn("E58", "I8") OccursIn("E89", "I10") OccursIn("E28", "I6") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E10", "I2") OccursIn("E91", "I9") OccursIn("E35", "I6") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E54", "I8") OccursIn("E79", "I9") OccursIn("E82", "I10") OccursIn("E2", "I1") Prediction("E5", "I3", "PREPARING_MEAL") Prediction("E56", "I9", "OTHER") OccursIn("E69", "I8") Prediction("E66", "I8", "PREPARING_MEAL") Prediction("E58", "I8", "PREPARING_MEAL") OccursIn("E83", "I10") Prediction("E32", "I6", "OTHER") Prediction("E64", "I9", "OTHER") OccursIn("E75", "I9") Prediction("E69", "I8", "PREPARING_MEAL") OccursIn("E68", "I8") OccursIn("E29", "I6") OccursIn("E12", "I4") OccursIn("E57", "I8") OccursIn("E48", "I7") Prediction("E50", "I8", "PREPARING_MEAL") InstanceClass("Ie2", "OTHER") Prediction("E95", "I9", "OTHER") Prediction("E29", "I6", "OTHER") OccursIn("E30", "I6") Prediction("E46", "I7", "OTHER") OccursIn("E31", "I6") Prediction("E21", "I5", "PREPARING_MEAL") Prediction("E88", "I10", "TAKING_MEDICINES") Prediction("E41", "I6", "OTHER") InstanceClass("I10", "TAKING_MEDICINES") OccursIn("E95", "I9") OccursIn("E65", "I8") Prediction("E71", "I9", "OTHER") OccursIn("E4", "I2") OccursIn("E32", "I6") Prediction("E68", "I8", "PREPARING_MEAL") OccursIn("E46", "I7") Prediction("E44", "I6", "OTHER") OccursIn("E74", "I9") Prediction("E2", "I1", "OTHER") Prediction("E87", "I10", "TAKING_MEDICINES") OccursIn("E67", "I8") Prediction("E27", "I5", "PREPARING_MEAL") Prediction("E20", "I5", "PREPARING_MEAL") Prediction("E15", "I4", "OTHER") Prediction("E81", "I10", "TAKING_MEDICINES") OccursIn("E6", "I2") Prediction("E4", "I2", "TAKING_MEDICINES") Prediction("E47", "I7", "OTHER") OccursIn("E16", "I5") Prediction("E13", "I4", "OTHER") OccursIn("E34", "I6") Prediction("E79", "I9", "OTHER") OccursIn("E80", "I9") InstanceClass("Ie1", "OTHER") OccursIn("E76", "I1") OccursIn("E72", "Ie3") OccursIn("E53", "I8") Prediction("E54", "I8", "PREPARING_MEAL") OccursIn("E94", "I9") OccursIn("E66", "I8") Prediction("E74", "I9", "OTHER") Prediction("E31", "I6", "OTHER") OccursIn("E47", "I7") Prediction("E18", "I5", "PREPARING_MEAL") Prediction("E51", "I8", "PREPARING_MEAL") InstanceClass("I8", "PREPARING_MEAL") Prediction("E70", "I9", "OTHER") Prediction("E42", "I6", "OTHER") OccursIn("E45", "I6") OccursIn("E11", "I2") Prediction("E91", "I9", "OTHER") OccursIn("E50", "I8") Prediction("E55", "I8", "PREPARING_MEAL") OccursIn("E19", "I5") Prediction("E49", "I7", "OTHER") Prediction("E80", "I9", "OTHER") OccursIn("E38", "I6") Prediction("E16", "I5", "PREPARING_MEAL") OccursIn("E44", "I6") OccursIn("E59", "Ie1") Prediction("E89", "I10", "TAKING_MEDICINES") OccursIn("E55", "I8") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E45", "I6", "OTHER") OccursIn("E90", "I9") Prediction("E1", "I1", "OTHER") OccursIn("E43", "I6") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E92", "Ie2") Prediction("E9", "I2", "TAKING_MEDICINES") Prediction("E90", "I9", "OTHER") OccursIn("E93", "I1") OccursIn("E77", "I9") Prediction("E11", "I2", "TAKING_MEDICINES") OccursIn("E42", "I6") OccursIn("E9", "I2") OccursIn("E39", "I6") OccursIn("E81", "I10") Prediction("E94", "I9", "OTHER") Prediction("E22", "I5", "PREPARING_MEAL") OccursIn("E1", "I1") Prediction("E77", "I9", "OTHER") Prediction("E28", "I6", "OTHER") OccursIn("E18", "I5") Prediction("E65", "I8", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E51", "I8") Prediction("E57", "I8", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.8 Recall -> 0.6666666666666666 F1 -> 0.7272727272727272 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Overall precision: 0.8181818181818182 Overall recall: 0.6923076923076923 Overall F1: 0.7500000000000001 Boundary error: 103.66337700510692% Start delta: 3528.0 Duration delta: 3646.0 (algo1) Boundary error: 67.98005473459553% (algo1) Start delta: 973.1 (algo1) Duration delta: 2443.2 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.75 Recall -> 0.9473684210526315 F1 -> 0.8372093023255814 Activity: TAKING_MEDICINES Precision -> 0.8333333333333334 Recall -> 1.0 F1 -> 0.9090909090909091 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.6666666666666666 F1 -> 0.8 Overall precision: 0.8292682926829268 Overall recall: 0.8292682926829268 Overall F1: 0.8292682926829268 ------------------------ Evaluating: detectionsDump_2015-02-10.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 9c5d3726-5437-47bb-8dbf-30d96e9ab93e complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E22", "I3") InstanceClass("Ie1", "EATING_MEAL") Prediction("E13", "I3", "PREPARING_MEAL") Prediction("E19", "I4", "OTHER") OccursIn("E52", "Ie1") Prediction("E32", "I4", "OTHER") Prediction("E41", "I6", "PREPARING_MEAL") Prediction("E55", "I7", "PREPARING_MEAL") OccursIn("E57", "I7") Prediction("E21", "I3", "PREPARING_MEAL") Prediction("E24", "I3", "PREPARING_MEAL") OccursIn("E21", "I3") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") OccursIn("E16", "I4") Prediction("E15", "I4", "OTHER") OccursIn("E42", "I8") OccursIn("E3", "I2") OccursIn("E58", "I8") OccursIn("E56", "I7") OccursIn("E12", "I3") Prediction("E17", "I3", "PREPARING_MEAL") Prediction("E30", "I4", "OTHER") OccursIn("E23", "I3") OccursIn("E53", "Ie1") OccursIn("E11", "Ie3") OccursIn("E33", "I4") OccursIn("E54", "I7") OccursIn("E24", "I3") OccursIn("E14", "Ie3") OccursIn("E28", "Ie3") OccursIn("E32", "I4") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E8", "I2") Prediction("E18", "I3", "PREPARING_MEAL") InstanceClass("I4", "OTHER") OccursIn("E19", "I4") OccursIn("E25", "I4") Prediction("E4", "I2", "TAKING_MEDICINES") Prediction("E47", "I7", "PREPARING_MEAL") OccursIn("E2", "I1") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E31", "I4") Prediction("E50", "I7", "PREPARING_MEAL") Prediction("E23", "I3", "PREPARING_MEAL") OccursIn("E50", "I7") Prediction("E56", "I7", "PREPARING_MEAL") Prediction("E12", "I3", "PREPARING_MEAL") OccursIn("E26", "I4") OccursIn("E34", "Ie2") Prediction("E33", "I4", "OTHER") OccursIn("E6", "I3") OccursIn("E36", "I6") OccursIn("E27", "I8") Prediction("E8", "I2", "TAKING_MEDICINES") OccursIn("E45", "Ie1") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E58", "I8", "OTHER") Prediction("E7", "I2", "TAKING_MEDICINES") OccursIn("E20", "I6") Prediction("E2", "I1", "OTHER") OccursIn("E15", "I4") OccursIn("E30", "I4") OccursIn("E38", "I5") OccursIn("E46", "Ie1") OccursIn("E44", "I1") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E5", "I2") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E31", "I4", "OTHER") InstanceClass("I5", "EATING_MEAL") Prediction("E40", "I6", "PREPARING_MEAL") Prediction("E54", "I7", "PREPARING_MEAL") OccursIn("E13", "I3") OccursIn("E40", "I6") OccursIn("E47", "I7") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E10", "I2") Prediction("E6", "I3", "PREPARING_MEAL") OccursIn("E51", "I7") OccursIn("E39", "I3") InstanceClass("I8", "OTHER") InstanceClass("I3", "PREPARING_MEAL") Prediction("E16", "I4", "OTHER") OccursIn("E37", "I5") Prediction("E1", "I1", "OTHER") OccursIn("E29", "Ie3") OccursIn("E17", "I3") Prediction("E51", "I7", "PREPARING_MEAL") OccursIn("E55", "I7") Prediction("E57", "I7", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E7", "I2") Prediction("E22", "I3", "PREPARING_MEAL") OccursIn("E1", "I1") OccursIn("E41", "I6") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E18", "I3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 0.5 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 0.6666666666666666 F1 -> 0.5714285714285715 Overall precision: 0.5454545454545454 Overall recall: 0.6 Overall F1: 0.5714285714285713 Boundary error: 1059.1055122256014% Start delta: 878.8333333333334 Duration delta: 2067.0 (algo1) Boundary error: 1339.5981604006931% (algo1) Start delta: 3146.0 (algo1) Duration delta: 4334.142857142857 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.13333333333333333 Recall -> 0.3333333333333333 F1 -> 0.19047619047619044 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.2 Recall -> 0.25 F1 -> 0.22222222222222224 Activity: PREPARING_MEAL Precision -> 0.9090909090909091 Recall -> 0.6060606060606061 F1 -> 0.7272727272727273 Overall precision: 0.5660377358490566 Overall recall: 0.5660377358490566 Overall F1: 0.5660377358490566 ------------------------ Evaluating: detectionsDump_2014-12-15.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID c1224acf-2314-49a5-be39-deff557f2126 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E13", "I4") InstanceClass("Ie2", "OTHER") OccursIn("E68", "I12") Prediction("E5", "I3", "PREPARING_MEAL") InstanceClass("I8", "OTHER") OccursIn("E47", "I6") OccursIn("E26", "I6") OccursIn("E34", "I7") OccursIn("E58", "I11") Prediction("E15", "I5", "OTHER") Prediction("E26", "I6", "OTHER") OccursIn("E15", "I5") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") Prediction("E45", "I9", "TAKING_MEDICINES") OccursIn("E57", "I12") OccursIn("E25", "I6") InstanceClass("I9", "TAKING_MEDICINES") Prediction("E17", "I6", "OTHER") Prediction("E58", "I11", "OTHER") Prediction("E67", "I12", "PREPARING_MEAL") OccursIn("E69", "I12") Prediction("E14", "I4", "TAKING_MEDICINES") OccursIn("E3", "I2") OccursIn("E11", "I4") Prediction("E23", "I6", "OTHER") OccursIn("E19", "I7") Prediction("E29", "I7", "PREPARING_MEAL") Prediction("E52", "I6", "OTHER") OccursIn("E67", "I12") OccursIn("E49", "I8") OccursIn("E59", "I12") Prediction("E59", "I12", "PREPARING_MEAL") OccursIn("E39", "I6") Prediction("E42", "I6", "OTHER") OccursIn("E22", "I7") Prediction("E30", "I7", "PREPARING_MEAL") OccursIn("E31", "I7") Prediction("E35", "I7", "PREPARING_MEAL") Prediction("E24", "I6", "OTHER") Prediction("E41", "I6", "OTHER") Prediction("E9", "I4", "TAKING_MEDICINES") OccursIn("E8", "I2") InstanceClass("I2", "EATING_MEAL") OccursIn("E30", "I7") OccursIn("E18", "I6") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E2", "I1") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E55", "I11", "OTHER") OccursIn("E32", "I13") Prediction("E19", "I7", "PREPARING_MEAL") OccursIn("E33", "I13") OccursIn("E41", "I6") OccursIn("E53", "I10") Prediction("E53", "I10", "OTHER") OccursIn("E10", "I4") OccursIn("E17", "I6") OccursIn("E43", "I8") OccursIn("E48", "I6") OccursIn("E44", "Ie2") OccursIn("E6", "I3") OccursIn("E23", "I6") InstanceClass("I6", "OTHER") InstanceClass("I13", "EATING_MEAL") Prediction("E46", "I9", "TAKING_MEDICINES") Prediction("E56", "I12", "PREPARING_MEAL") OccursIn("E50", "I8") Prediction("E51", "I6", "OTHER") OccursIn("E27", "I7") OccursIn("E46", "I9") Prediction("E57", "I12", "PREPARING_MEAL") Prediction("E48", "I6", "OTHER") OccursIn("E51", "I6") OccursIn("E38", "I13") Prediction("E28", "I7", "PREPARING_MEAL") OccursIn("E42", "I6") Prediction("E36", "I7", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E14", "I4") Prediction("E10", "I4", "TAKING_MEDICINES") Prediction("E69", "I12", "PREPARING_MEAL") Prediction("E16", "I5", "OTHER") Prediction("E12", "I4", "TAKING_MEDICINES") OccursIn("E28", "I7") OccursIn("E5", "I3") Prediction("E31", "I7", "PREPARING_MEAL") Prediction("E65", "I12", "PREPARING_MEAL") Prediction("E39", "I6", "OTHER") OccursIn("E29", "I7") Prediction("E13", "I4", "TAKING_MEDICINES") OccursIn("E37", "I13") InstanceClass("I5", "OTHER") OccursIn("E12", "I4") OccursIn("E52", "I6") Prediction("E11", "I4", "TAKING_MEDICINES") OccursIn("E24", "I6") Prediction("E68", "I12", "PREPARING_MEAL") OccursIn("E9", "I4") InstanceClass("I11", "OTHER") Prediction("E6", "I3", "PREPARING_MEAL") OccursIn("E66", "I3") OccursIn("E70", "I12") InstanceClass("I12", "PREPARING_MEAL") OccursIn("E40", "I6") Prediction("E34", "I7", "PREPARING_MEAL") OccursIn("E56", "I12") InstanceClass("I3", "PREPARING_MEAL") Prediction("E47", "I6", "OTHER") Prediction("E1", "I1", "OTHER") OccursIn("E36", "I7") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E55", "I11") Prediction("E40", "I6", "OTHER") InstanceClass("I10", "OTHER") Prediction("E18", "I6", "OTHER") OccursIn("E45", "I9") InstanceClass("Ie1", "OTHER") OccursIn("E35", "I7") OccursIn("E7", "I2") OccursIn("E65", "I12") Prediction("E22", "I7", "PREPARING_MEAL") OccursIn("E1", "I1") OccursIn("E16", "I5") Prediction("E25", "I6", "OTHER") Prediction("E27", "I7", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.5714285714285714 F1 -> 0.6153846153846153 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Overall precision: 0.6923076923076923 Overall recall: 0.75 Overall F1: 0.7199999999999999 Boundary error: 76.82310788520283% Start delta: 718.8888888888889 Duration delta: 1216.4444444444443 (algo1) Boundary error: 423.8177173363012% (algo1) Start delta: 1028.4285714285713 (algo1) Duration delta: 3009.8571428571427 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.76 Recall -> 0.6785714285714286 F1 -> 0.7169811320754718 Activity: TAKING_MEDICINES Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.8571428571428571 Recall -> 0.75 F1 -> 0.7999999999999999 Overall precision: 0.7580645161290323 Overall recall: 0.7580645161290323 Overall F1: 0.7580645161290323 ------------------------ Evaluating: detectionsDump_2015-01-09.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID f36bd01b-5f1d-4215-a8b8-fbf4c4acf467 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E4", "I2") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E31", "I7") OccursIn("E17", "I6") InstanceClass("Ie3", "PREPARING_MEAL") Prediction("E3", "I2", "PREPARING_MEAL") Prediction("E33", "I7", "PREPARING_MEAL") Prediction("E42", "I8", "TAKING_MEDICINES") OccursIn("E38", "I8") Prediction("E18", "I6", "OTHER") OccursIn("E5", "I3") OccursIn("E32", "I7") InstanceClass("I1", "OTHER") OccursIn("E8", "I3") OccursIn("E20", "I7") Prediction("E2", "I1", "OTHER") OccursIn("E37", "I8") Prediction("E5", "I3", "TAKING_MEDICINES") OccursIn("E15", "I5") Prediction("E10", "I1", "OTHER") OccursIn("E21", "Ie3") OccursIn("E33", "I7") OccursIn("E2", "I1") OccursIn("E45", "I6") Prediction("E44", "I6", "OTHER") OccursIn("E36", "Ie1") Prediction("E8", "I3", "TAKING_MEDICINES") OccursIn("E19", "Ie3") InstanceClass("I6", "OTHER") Prediction("E9", "I1", "OTHER") OccursIn("E24", "I7") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E16", "I5") Prediction("E4", "I2", "PREPARING_MEAL") OccursIn("E35", "Ie1") Prediction("E41", "I8", "TAKING_MEDICINES") Prediction("E43", "I6", "OTHER") OccursIn("E46", "I6") OccursIn("E3", "I2") Prediction("E30", "I7", "PREPARING_MEAL") OccursIn("E23", "Ie3") OccursIn("E25", "I7") OccursIn("E11", "I4") OccursIn("E44", "I6") Prediction("E31", "I7", "PREPARING_MEAL") OccursIn("E34", "I7") Prediction("E11", "I4", "OTHER") Prediction("E45", "I6", "OTHER") Prediction("E15", "I5", "OTHER") Prediction("E17", "I6", "OTHER") InstanceClass("Ie2", "OTHER") OccursIn("E43", "I6") Prediction("E20", "I7", "PREPARING_MEAL") Prediction("E14", "I4", "OTHER") Prediction("E38", "I8", "TAKING_MEDICINES") Prediction("E16", "I5", "OTHER") InstanceClass("I5", "OTHER") OccursIn("E26", "I8") OccursIn("E14", "I4") Prediction("E24", "I7", "PREPARING_MEAL") Prediction("E34", "I7", "PREPARING_MEAL") OccursIn("E29", "Ie1") InstanceClass("I2", "PREPARING_MEAL") Prediction("E1", "I1", "OTHER") OccursIn("E42", "I8") InstanceClass("I8", "TAKING_MEDICINES") InstanceClass("I4", "OTHER") Prediction("E37", "I8", "TAKING_MEDICINES") OccursIn("E9", "I1") Prediction("E32", "I7", "PREPARING_MEAL") OccursIn("E41", "I8") OccursIn("E10", "I1") OccursIn("E30", "I7") OccursIn("E1", "I1") InstanceClass("I3", "TAKING_MEDICINES") Prediction("E25", "I7", "PREPARING_MEAL") OccursIn("E18", "I6") Prediction("E46", "I6", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.7777777777777778 Overall recall: 1.0 Overall F1: 0.8750000000000001 Boundary error: 86.78314347661959% Start delta: 391.2857142857143 Duration delta: 391.2857142857143 (algo1) Boundary error: 133.3218234000489% (algo1) Start delta: 602.4285714285714 (algo1) Duration delta: 3355.714285714286 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.7777777777777778 F1 -> 0.8750000000000001 Activity: TAKING_MEDICINES Precision -> 0.5714285714285714 Recall -> 1.0 F1 -> 0.7272727272727273 Activity: EATING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: PREPARING_MEAL Precision -> 0.8461538461538461 Recall -> 0.8461538461538461 F1 -> 0.8461538461538461 Overall precision: 0.8378378378378378 Overall recall: 0.8378378378378378 Overall F1: 0.8378378378378378 ------------------------ Evaluating: detectionsDump_2015-02-02.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 9c034fd0-4e9d-4fe4-a64a-1b70a65d1e5d complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E16", "I3") OccursIn("E5", "I2") InstanceClass("I7", "OTHER") OccursIn("E44", "I4") Prediction("E46", "I5", "OTHER") Prediction("E58", "I7", "OTHER") OccursIn("E59", "I7") OccursIn("E52", "I7") Prediction("E8", "I1", "TAKING_MEDICINES") Prediction("E26", "I3", "PREPARING_MEAL") Prediction("E44", "I4", "PREPARING_MEAL") Prediction("E12", "I1", "TAKING_MEDICINES") InstanceClass("Ie3", "EATING_MEAL") InstanceClass("I2", "OTHER") OccursIn("E17", "Ie1") OccursIn("E6", "I2") OccursIn("E20", "I6") Prediction("E14", "I2", "OTHER") OccursIn("E39", "I4") Prediction("E3", "I2", "OTHER") Prediction("E41", "I5", "OTHER") OccursIn("E27", "Ie2") Prediction("E61", "I7", "OTHER") Prediction("E4", "I2", "OTHER") OccursIn("E46", "I5") Prediction("E16", "I3", "PREPARING_MEAL") Prediction("E62", "I7", "OTHER") OccursIn("E45", "I5") OccursIn("E2", "I1") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E3", "I2") OccursIn("E14", "I2") Prediction("E39", "I4", "PREPARING_MEAL") OccursIn("E66", "I7") OccursIn("E28", "Ie2") Prediction("E31", "I3", "PREPARING_MEAL") Prediction("E15", "I3", "PREPARING_MEAL") OccursIn("E47", "I8") Prediction("E7", "I1", "TAKING_MEDICINES") Prediction("E2", "I1", "TAKING_MEDICINES") OccursIn("E31", "I3") OccursIn("E62", "I7") Prediction("E23", "I3", "PREPARING_MEAL") OccursIn("E40", "I4") Prediction("E42", "I5", "OTHER") OccursIn("E15", "I3") OccursIn("E50", "I2") Prediction("E51", "I7", "OTHER") Prediction("E32", "I3", "PREPARING_MEAL") OccursIn("E63", "I2") Prediction("E43", "I4", "PREPARING_MEAL") OccursIn("E32", "I3") OccursIn("E4", "I2") OccursIn("E64", "I8") Prediction("E11", "I1", "TAKING_MEDICINES") OccursIn("E29", "Ie3") InstanceClass("I5", "OTHER") Prediction("E21", "I3", "PREPARING_MEAL") InstanceClass("I8", "OTHER") OccursIn("E11", "I1") Prediction("E13", "I2", "OTHER") OccursIn("E12", "I1") OccursIn("E33", "I2") Prediction("E34", "I3", "PREPARING_MEAL") Prediction("E38", "I2", "OTHER") InstanceClass("I4", "PREPARING_MEAL") Prediction("E6", "I2", "OTHER") Prediction("E52", "I7", "OTHER") Prediction("E5", "I2", "OTHER") OccursIn("E13", "I2") OccursIn("E42", "I5") Prediction("E57", "I7", "OTHER") OccursIn("E61", "I7") OccursIn("E26", "I3") OccursIn("E34", "I3") Prediction("E1", "I1", "TAKING_MEDICINES") OccursIn("E43", "I4") InstanceClass("Ie1", "OTHER") OccursIn("E60", "I7") InstanceClass("I1", "TAKING_MEDICINES") OccursIn("E57", "I7") OccursIn("E51", "I7") OccursIn("E30", "Ie3") OccursIn("E25", "Ie2") Prediction("E53", "I7", "OTHER") OccursIn("E21", "I3") OccursIn("E37", "I3") OccursIn("E58", "I7") Prediction("E37", "I3", "PREPARING_MEAL") OccursIn("E65", "I7") OccursIn("E7", "I1") Prediction("E59", "I7", "OTHER") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E41", "I5") OccursIn("E8", "I1") OccursIn("E23", "I3") OccursIn("E24", "I6") Prediction("E33", "I2", "OTHER") OccursIn("E1", "I1") Prediction("E60", "I7", "OTHER") Prediction("E45", "I5", "OTHER") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E38", "I2") Prediction("E40", "I4", "PREPARING_MEAL") Prediction("E66", "I7", "OTHER") OccursIn("E53", "I7") Prediction("E65", "I7", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.625 Overall recall: 0.7142857142857143 Overall F1: 0.6666666666666666 Boundary error: 59.64276925906591% Start delta: 229.4 Duration delta: 1340.4 (algo1) Boundary error: 180.00404296918123% (algo1) Start delta: 286.75 (algo1) Duration delta: 3852.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.9642857142857143 Recall -> 0.7297297297297297 F1 -> 0.8307692307692307 Activity: TAKING_MEDICINES Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5555555555555556 Recall -> 0.9090909090909091 F1 -> 0.6896551724137931 Overall precision: 0.7962962962962963 Overall recall: 0.7962962962962963 Overall F1: 0.7962962962962963 ------------------------ Evaluating: detectionsDump_2014-11-18.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID b65fbc84-1a45-4c9d-9c84-f10c63eaaf26 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db Prediction("E52", "I7", "PREPARING_MEAL") OccursIn("E86", "Ie2") Prediction("E44", "I6", "OTHER") OccursIn("E56", "I7") Prediction("E4", "I2", "TAKING_MEDICINES") OccursIn("E91", "I11") OccursIn("E24", "I5") InstanceClass("Ie1", "OTHER") Prediction("E46", "I7", "PREPARING_MEAL") OccursIn("E17", "I3") Prediction("E64", "I8", "OTHER") OccursIn("E9", "I1") InstanceClass("Ie3", "OTHER") InstanceClass("I1", "OTHER") OccursIn("E23", "I5") Prediction("E25", "I5", "TAKING_MEDICINES") Prediction("E49", "I6", "OTHER") OccursIn("E16", "I3") Prediction("E12", "I1", "OTHER") InstanceClass("I11", "PREPARING_MEAL") Prediction("E17", "I3", "OTHER") OccursIn("E2", "I1") Prediction("E38", "I7", "PREPARING_MEAL") Prediction("E73", "I11", "PREPARING_MEAL") OccursIn("E25", "I5") Prediction("E28", "I5", "TAKING_MEDICINES") Prediction("E11", "I2", "TAKING_MEDICINES") OccursIn("E57", "I7") Prediction("E81", "I10", "OTHER") OccursIn("E51", "I7") InstanceClass("I10", "OTHER") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E32", "I3", "OTHER") OccursIn("E27", "I5") OccursIn("E78", "I11") Prediction("E87", "I10", "OTHER") Prediction("E8", "I2", "TAKING_MEDICINES") OccursIn("E36", "I7") OccursIn("E4", "I2") Prediction("E20", "I4", "PREPARING_MEAL") OccursIn("E21", "I4") OccursIn("E46", "I7") OccursIn("E68", "I10") OccursIn("E28", "I5") OccursIn("E88", "I10") OccursIn("E13", "I1") Prediction("E15", "I1", "OTHER") OccursIn("E72", "I10") OccursIn("E81", "I10") Prediction("E59", "I8", "OTHER") OccursIn("E41", "I6") Prediction("E24", "I5", "TAKING_MEDICINES") Prediction("E79", "I11", "PREPARING_MEAL") Prediction("E58", "I8", "OTHER") OccursIn("E29", "I5") OccursIn("E15", "I1") Prediction("E30", "I3", "OTHER") Prediction("E88", "I10", "OTHER") OccursIn("E34", "I6") OccursIn("E54", "Ie2") OccursIn("E67", "I10") Prediction("E36", "I7", "PREPARING_MEAL") InstanceClass("I3", "OTHER") OccursIn("E71", "I10") Prediction("E39", "I7", "PREPARING_MEAL") Prediction("E91", "I11", "PREPARING_MEAL") OccursIn("E53", "Ie2") OccursIn("E30", "I3") OccursIn("E40", "I7") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E50", "I6", "OTHER") Prediction("E66", "I8", "OTHER") OccursIn("E65", "I8") OccursIn("E19", "I4") Prediction("E72", "I10", "OTHER") OccursIn("E79", "I11") OccursIn("E85", "Ie2") OccursIn("E11", "I2") Prediction("E70", "I11", "PREPARING_MEAL") OccursIn("E44", "I6") Prediction("E56", "I7", "PREPARING_MEAL") OccursIn("E50", "I6") OccursIn("E33", "I6") OccursIn("E37", "I7") Prediction("E55", "I7", "PREPARING_MEAL") Prediction("E41", "I6", "OTHER") OccursIn("E8", "I2") OccursIn("E70", "I11") OccursIn("E39", "I7") Prediction("E68", "I10", "OTHER") Prediction("E9", "I1", "OTHER") Prediction("E71", "I10", "OTHER") OccursIn("E64", "I8") Prediction("E78", "I11", "PREPARING_MEAL") Prediction("E67", "I10", "OTHER") OccursIn("E31", "I3") OccursIn("E55", "I7") Prediction("E37", "I7", "PREPARING_MEAL") Prediction("E83", "I11", "PREPARING_MEAL") Prediction("E31", "I3", "OTHER") OccursIn("E82", "I10") OccursIn("E83", "I11") Prediction("E34", "I6", "OTHER") OccursIn("E90", "Ie2") OccursIn("E48", "I7") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E10", "I1") OccursIn("E89", "Ie2") OccursIn("E32", "I3") OccursIn("E43", "I3") OccursIn("E47", "I7") Prediction("E48", "I7", "PREPARING_MEAL") OccursIn("E3", "I2") InstanceClass("I5", "TAKING_MEDICINES") OccursIn("E69", "I11") OccursIn("E38", "I7") OccursIn("E22", "I7") OccursIn("E84", "I11") Prediction("E21", "I4", "PREPARING_MEAL") Prediction("E47", "I7", "PREPARING_MEAL") Prediction("E14", "I1", "OTHER") Prediction("E27", "I5", "TAKING_MEDICINES") Prediction("E13", "I1", "OTHER") Prediction("E69", "I11", "PREPARING_MEAL") Prediction("E82", "I10", "OTHER") OccursIn("E14", "I1") Prediction("E29", "I5", "TAKING_MEDICINES") Prediction("E16", "I3", "OTHER") InstanceClass("I8", "OTHER") Prediction("E10", "I1", "OTHER") Prediction("E2", "I1", "OTHER") OccursIn("E45", "I6") OccursIn("E49", "I6") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E80", "I11") InstanceClass("I9", "OTHER") Prediction("E42", "I6", "OTHER") Prediction("E45", "I6", "OTHER") OccursIn("E59", "I8") OccursIn("E60", "I3") Prediction("E57", "I7", "PREPARING_MEAL") OccursIn("E66", "I8") Prediction("E51", "I7", "PREPARING_MEAL") Prediction("E84", "I11", "PREPARING_MEAL") Prediction("E1", "I1", "OTHER") OccursIn("E58", "I8") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E42", "I6") OccursIn("E61", "I3") Prediction("E23", "I5", "TAKING_MEDICINES") OccursIn("E52", "I7") OccursIn("E87", "I10") OccursIn("E62", "I1") OccursIn("E35", "I7") OccursIn("E12", "I1") OccursIn("E63", "I9") Prediction("E40", "I7", "PREPARING_MEAL") Prediction("E33", "I6", "OTHER") InstanceClass("I6", "OTHER") OccursIn("E1", "I1") OccursIn("E18", "I7") OccursIn("E20", "I4") Prediction("E80", "I11", "PREPARING_MEAL") OccursIn("E73", "I11") Prediction("E65", "I8", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.4444444444444444 F1 -> 0.5333333333333333 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.8333333333333334 Overall recall: 0.625 Overall F1: 0.7142857142857143 Boundary error: 215.62012001391335% Start delta: 0.4 Duration delta: 3953.6 (algo1) Boundary error: 254.61832927085536% (algo1) Start delta: 1613.3636363636363 (algo1) Duration delta: 3535.6363636363635 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6153846153846154 Recall -> 0.8275862068965517 F1 -> 0.7058823529411765 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 0.8333333333333334 F1 -> 0.9090909090909091 Activity: EATING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: PREPARING_MEAL Precision -> 0.8214285714285714 Recall -> 0.6052631578947368 F1 -> 0.6969696969696969 Overall precision: 0.7349397590361446 Overall recall: 0.7349397590361446 Overall F1: 0.7349397590361445 ------------------------ Evaluating: detectionsDump_2014-12-12.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID cc861d2c-008d-4a63-a79b-e093a4b2107c complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E13", "I3") OccursIn("E26", "I2") OccursIn("E81", "I9") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E57", "I10") OccursIn("E40", "I4") OccursIn("E68", "I5") Prediction("E32", "I5", "OTHER") Prediction("E67", "I5", "OTHER") OccursIn("E25", "I2") OccursIn("E97", "I10") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") Prediction("E7", "I2", "OTHER") OccursIn("E67", "I5") OccursIn("E53", "Ie1") OccursIn("E15", "I3") OccursIn("E91", "Ie1") Prediction("E27", "I5", "OTHER") OccursIn("E92", "I10") OccursIn("E46", "Ie1") OccursIn("E74", "I8") OccursIn("E61", "I10") Prediction("E14", "I3", "TAKING_MEDICINES") OccursIn("E82", "I8") OccursIn("E3", "I2") OccursIn("E54", "I4") OccursIn("E11", "I3") OccursIn("E75", "I8") InstanceClass("I7", "PREPARING_MEAL") Prediction("E74", "I8", "PREPARING_MEAL") Prediction("E79", "I9", "OTHER") OccursIn("E39", "I6") OccursIn("E59", "I7") Prediction("E41", "I6", "PREPARING_MEAL") OccursIn("E37", "I6") OccursIn("E69", "I5") Prediction("E80", "I9", "OTHER") InstanceClass("Ie1", "EATING_MEAL") Prediction("E15", "I3", "TAKING_MEDICINES") Prediction("E70", "I8", "PREPARING_MEAL") OccursIn("E85", "I8") OccursIn("E44", "I6") OccursIn("E72", "I8") Prediction("E6", "I2", "OTHER") OccursIn("E8", "I2") InstanceClass("I2", "OTHER") OccursIn("E79", "I9") Prediction("E37", "I6", "PREPARING_MEAL") OccursIn("E21", "I4") OccursIn("E47", "Ie1") InstanceClass("I10", "TAKING_MEDICINES") Prediction("E92", "I10", "TAKING_MEDICINES") InstanceClass("I9", "OTHER") OccursIn("E2", "I1") InstanceClass("I3", "TAKING_MEDICINES") Prediction("E31", "I5", "OTHER") OccursIn("E93", "I10") Prediction("E4", "I2", "OTHER") InstanceClass("I6", "PREPARING_MEAL") InstanceClass("I5", "OTHER") InstanceClass("Ie3", "PREPARING_MEAL") OccursIn("E41", "I6") OccursIn("E10", "I2") OccursIn("E45", "I5") OccursIn("E90", "I8") OccursIn("E80", "I9") Prediction("E8", "I2", "OTHER") Prediction("E9", "I2", "OTHER") Prediction("E26", "I2", "OTHER") OccursIn("E6", "I2") OccursIn("E38", "I6") OccursIn("E19", "I2") OccursIn("E58", "I7") OccursIn("E76", "I8") Prediction("E44", "I6", "PREPARING_MEAL") Prediction("E82", "I8", "PREPARING_MEAL") Prediction("E10", "I2", "OTHER") Prediction("E94", "I10", "TAKING_MEDICINES") Prediction("E59", "I7", "PREPARING_MEAL") InstanceClass("I8", "PREPARING_MEAL") Prediction("E39", "I6", "PREPARING_MEAL") OccursIn("E28", "I5") Prediction("E86", "I8", "PREPARING_MEAL") OccursIn("E64", "Ie1") Prediction("E25", "I2", "OTHER") OccursIn("E29", "I2") Prediction("E42", "I6", "PREPARING_MEAL") Prediction("E3", "I2", "OTHER") OccursIn("E32", "I5") OccursIn("E77", "Ie1") OccursIn("E88", "I8") Prediction("E2", "I1", "OTHER") OccursIn("E14", "I3") OccursIn("E42", "I6") Prediction("E88", "I8", "PREPARING_MEAL") Prediction("E97", "I10", "TAKING_MEDICINES") OccursIn("E30", "I2") Prediction("E93", "I10", "TAKING_MEDICINES") Prediction("E75", "I8", "PREPARING_MEAL") OccursIn("E65", "I9") Prediction("E12", "I3", "TAKING_MEDICINES") Prediction("E19", "I2", "OTHER") Prediction("E45", "I5", "OTHER") Prediction("E58", "I7", "PREPARING_MEAL") OccursIn("E62", "I2") Prediction("E90", "I8", "PREPARING_MEAL") OccursIn("E5", "I2") Prediction("E50", "I7", "PREPARING_MEAL") OccursIn("E63", "I2") OccursIn("E31", "I5") Prediction("E81", "I9", "OTHER") Prediction("E72", "I8", "PREPARING_MEAL") OccursIn("E49", "I1") Prediction("E5", "I2", "OTHER") Prediction("E69", "I5", "OTHER") OccursIn("E86", "I8") Prediction("E28", "I5", "OTHER") Prediction("E13", "I3", "TAKING_MEDICINES") OccursIn("E60", "Ie1") OccursIn("E73", "I4") Prediction("E33", "I6", "PREPARING_MEAL") OccursIn("E94", "I10") OccursIn("E48", "I5") OccursIn("E12", "I3") OccursIn("E87", "I8") Prediction("E68", "I5", "OTHER") Prediction("E18", "I3", "TAKING_MEDICINES") Prediction("E24", "I4", "PREPARING_MEAL") Prediction("E21", "I4", "PREPARING_MEAL") Prediction("E11", "I3", "TAKING_MEDICINES") Prediction("E76", "I8", "PREPARING_MEAL") OccursIn("E52", "Ie1") OccursIn("E50", "I7") Prediction("E96", "I10", "TAKING_MEDICINES") Prediction("E20", "I2", "OTHER") OccursIn("E9", "I2") OccursIn("E24", "I4") Prediction("E85", "I8", "PREPARING_MEAL") OccursIn("E66", "I5") InstanceClass("I4", "PREPARING_MEAL") Prediction("E43", "I6", "PREPARING_MEAL") OccursIn("E70", "I8") Prediction("E51", "I7", "PREPARING_MEAL") OccursIn("E43", "I6") Prediction("E1", "I1", "OTHER") OccursIn("E51", "I7") Prediction("E38", "I6", "PREPARING_MEAL") OccursIn("E18", "I3") OccursIn("E89", "Ie1") OccursIn("E78", "Ie1") Prediction("E66", "I5", "OTHER") OccursIn("E33", "I6") Prediction("E87", "I8", "PREPARING_MEAL") OccursIn("E7", "I2") OccursIn("E1", "I1") OccursIn("E27", "I5") Prediction("E71", "I8", "PREPARING_MEAL") OccursIn("E96", "I10") OccursIn("E20", "I2") OccursIn("E71", "I8") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.75 Recall -> 0.6 F1 -> 0.6666666666666665 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.6363636363636364 Overall recall: 0.7 Overall F1: 0.6666666666666666 Boundary error: 340.9957108386559% Start delta: 58.57142857142857 Duration delta: 5129.714285714285 (algo1) Boundary error: 308.1368004792636% (algo1) Start delta: 144.14285714285714 (algo1) Duration delta: 3723.714285714286 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.7575757575757576 Recall -> 0.6578947368421053 F1 -> 0.704225352112676 Activity: TAKING_MEDICINES Precision -> 0.8461538461538461 Recall -> 1.0 F1 -> 0.9166666666666666 Activity: EATING_MEAL Precision -> 0.3 Recall -> 1.0 F1 -> 0.4615384615384615 Activity: PREPARING_MEAL Precision -> 0.7586206896551724 Recall -> 0.6666666666666666 F1 -> 0.7096774193548386 Overall precision: 0.7176470588235294 Overall recall: 0.7176470588235294 Overall F1: 0.7176470588235294 ------------------------ Evaluating: detectionsDump_2015-02-14.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 8818c08b-3367-4711-be9e-208c70e896a6 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E25", "I3") OccursIn("E9", "I1") OccursIn("E16", "I4") OccursIn("E33", "I7") Prediction("E10", "I1", "PREPARING_MEAL") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E41", "I9") InstanceClass("I8", "PREPARING_MEAL") InstanceClass("I3", "OTHER") OccursIn("E20", "I6") OccursIn("E17", "I4") Prediction("E16", "I4", "PREPARING_MEAL") Prediction("E2", "I2", "TAKING_MEDICINES") OccursIn("E24", "I3") Prediction("E8", "I2", "TAKING_MEDICINES") OccursIn("E10", "I1") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E11", "I3") OccursIn("E18", "I4") InstanceClass("I1", "PREPARING_MEAL") Prediction("E29", "I6", "PREPARING_MEAL") Prediction("E26", "I4", "PREPARING_MEAL") InstanceClass("I7", "OTHER") InstanceClass("I9", "OTHER") OccursIn("E40", "I8") Prediction("E14", "I4", "PREPARING_MEAL") Prediction("E25", "I3", "OTHER") Prediction("E35", "I7", "OTHER") OccursIn("E3", "I2") Prediction("E42", "I9", "OTHER") Prediction("E7", "I2", "TAKING_MEDICINES") OccursIn("E7", "I2") OccursIn("E30", "I6") OccursIn("E31", "Ie3") OccursIn("E14", "I4") OccursIn("E26", "I4") Prediction("E12", "I3", "OTHER") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E15", "I4") Prediction("E36", "I7", "OTHER") OccursIn("E8", "I2") OccursIn("E35", "I7") Prediction("E22", "I3", "OTHER") Prediction("E24", "I3", "OTHER") Prediction("E33", "I7", "OTHER") Prediction("E13", "I4", "PREPARING_MEAL") OccursIn("E28", "Ie3") OccursIn("E12", "I3") OccursIn("E22", "I3") Prediction("E34", "I7", "OTHER") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E2", "I2") Prediction("E9", "I1", "PREPARING_MEAL") OccursIn("E37", "I8") OccursIn("E23", "I3") InstanceClass("I5", "OTHER") Prediction("E15", "I4", "PREPARING_MEAL") Prediction("E11", "I3", "OTHER") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E37", "I8", "PREPARING_MEAL") OccursIn("E13", "I4") Prediction("E1", "I1", "PREPARING_MEAL") OccursIn("E42", "I9") OccursIn("E19", "I4") Prediction("E18", "I4", "PREPARING_MEAL") OccursIn("E27", "Ie3") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E17", "I4", "PREPARING_MEAL") OccursIn("E1", "I1") InstanceClass("Ie1", "EATING_MEAL") Prediction("E23", "I3", "OTHER") OccursIn("E36", "I7") OccursIn("E32", "Ie3") OccursIn("E34", "I7") Prediction("E30", "I6", "PREPARING_MEAL") Prediction("E40", "I8", "PREPARING_MEAL") Prediction("E21", "I4", "PREPARING_MEAL") OccursIn("E29", "I6") Prediction("E41", "I9", "OTHER") OccursIn("E21", "I4") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.25 Recall -> 0.5 F1 -> 0.3333333333333333 Overall precision: 0.5555555555555556 Overall recall: 0.7142857142857143 Overall F1: 0.6250000000000001 Boundary error: 1102.5772647127478% Start delta: 203.4 Duration delta: 1521.2 (algo1) Boundary error: 1080.5842667221175% (algo1) Start delta: 1346.8 (algo1) Duration delta: 2664.6 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.7647058823529411 Recall -> 0.6842105263157895 F1 -> 0.7222222222222222 Overall precision: 0.7297297297297297 Overall recall: 0.7297297297297297 Overall F1: 0.7297297297297297 ------------------------ Evaluating: detectionsDump_2015-01-23.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 8432af56-dfa3-4ec4-b21c-ae7042093357 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("I5", "PREPARING_MEAL") OccursIn("E14", "I3") Prediction("E49", "I9", "PREPARING_MEAL") Prediction("E11", "I3", "TAKING_MEDICINES") Prediction("E36", "I7", "PREPARING_MEAL") OccursIn("E42", "I8") Prediction("E35", "I7", "PREPARING_MEAL") Prediction("E59", "I12", "PREPARING_MEAL") Prediction("E16", "I4", "OTHER") OccursIn("E31", "Ie3") Prediction("E58", "I12", "PREPARING_MEAL") OccursIn("E16", "I4") OccursIn("E7", "I2") Prediction("E55", "I10", "PREPARING_MEAL") InstanceClass("I1", "OTHER") Prediction("E46", "I9", "PREPARING_MEAL") Prediction("E28", "I5", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E20", "I5") Prediction("E4", "I1", "OTHER") OccursIn("E48", "Ie2") Prediction("E5", "I1", "OTHER") OccursIn("E50", "Ie3") OccursIn("E3", "I1") OccursIn("E59", "I12") OccursIn("E23", "I5") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E51", "I10") Prediction("E52", "I11", "OTHER") OccursIn("E11", "I3") OccursIn("E54", "I10") InstanceClass("I11", "OTHER") OccursIn("E36", "I7") OccursIn("E24", "I5") OccursIn("E52", "I11") OccursIn("E5", "I1") OccursIn("E18", "I5") OccursIn("E9", "I3") Prediction("E44", "I9", "PREPARING_MEAL") Prediction("E30", "I5", "PREPARING_MEAL") OccursIn("E39", "Ie3") OccursIn("E2", "I1") OccursIn("E55", "I10") Prediction("E20", "I5", "PREPARING_MEAL") OccursIn("E27", "I5") OccursIn("E10", "I3") Prediction("E24", "I5", "PREPARING_MEAL") OccursIn("E43", "I8") OccursIn("E44", "I9") OccursIn("E35", "I7") Prediction("E7", "I2", "OTHER") Prediction("E14", "I3", "TAKING_MEDICINES") OccursIn("E8", "I2") Prediction("E13", "I3", "TAKING_MEDICINES") Prediction("E27", "I5", "PREPARING_MEAL") OccursIn("E28", "I5") OccursIn("E37", "I7") Prediction("E15", "I3", "TAKING_MEDICINES") Prediction("E47", "I9", "PREPARING_MEAL") Prediction("E43", "I8", "OTHER") InstanceClass("I6", "OTHER") InstanceClass("Ie1", "OTHER") OccursIn("E6", "I1") OccursIn("E30", "I5") OccursIn("E47", "I9") InstanceClass("I12", "PREPARING_MEAL") Prediction("E32", "I5", "PREPARING_MEAL") InstanceClass("I7", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E15", "I3") OccursIn("E33", "I6") Prediction("E8", "I2", "OTHER") Prediction("E17", "I4", "OTHER") OccursIn("E40", "Ie3") OccursIn("E61", "I13") Prediction("E34", "I6", "OTHER") Prediction("E37", "I7", "PREPARING_MEAL") OccursIn("E32", "I5") OccursIn("E4", "I1") OccursIn("E29", "Ie3") Prediction("E41", "I8", "OTHER") InstanceClass("I4", "OTHER") OccursIn("E13", "I3") Prediction("E23", "I5", "PREPARING_MEAL") InstanceClass("I13", "EATING_MEAL") InstanceClass("I2", "OTHER") OccursIn("E41", "I8") Prediction("E54", "I10", "PREPARING_MEAL") Prediction("E53", "I11", "OTHER") InstanceClass("I8", "OTHER") Prediction("E33", "I6", "OTHER") OccursIn("E58", "I12") Prediction("E9", "I3", "TAKING_MEDICINES") OccursIn("E49", "I9") OccursIn("E60", "I13") Prediction("E18", "I5", "PREPARING_MEAL") OccursIn("E19", "I5") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E45", "Ie3") Prediction("E3", "I1", "OTHER") Prediction("E6", "I1", "OTHER") OccursIn("E34", "I6") OccursIn("E38", "I7") Prediction("E10", "I3", "TAKING_MEDICINES") Prediction("E38", "I7", "PREPARING_MEAL") OccursIn("E56", "I10") InstanceClass("I10", "PREPARING_MEAL") Prediction("E1", "I1", "OTHER") Prediction("E42", "I8", "OTHER") OccursIn("E53", "I11") InstanceClass("I3", "TAKING_MEDICINES") Prediction("E51", "I10", "PREPARING_MEAL") Prediction("E56", "I10", "PREPARING_MEAL") OccursIn("E46", "I9") OccursIn("E1", "I1") OccursIn("E17", "I4") Prediction("E19", "I5", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.4 Recall -> 0.6666666666666666 F1 -> 0.5 Overall precision: 0.5333333333333333 Overall recall: 0.7272727272727273 Overall F1: 0.6153846153846153 Boundary error: 56.82121867373722% Start delta: 2030.75 Duration delta: 2601.0 (algo1) Boundary error: 43.374552846820805% (algo1) Start delta: 1720.888888888889 (algo1) Duration delta: 1328.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8235294117647058 Recall -> 0.6666666666666666 F1 -> 0.7368421052631577 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.1111111111111111 Recall -> 0.25 F1 -> 0.15384615384615383 Activity: PREPARING_MEAL Precision -> 0.6956521739130435 Recall -> 0.6666666666666666 F1 -> 0.6808510638297872 Overall precision: 0.6727272727272727 Overall recall: 0.6727272727272727 Overall F1: 0.6727272727272727 ------------------------ Evaluating: detectionsDump_2015-01-21.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID ebd5dfe5-e3d9-49da-9970-9b8808c09f02 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E5", "I5") OccursIn("E23", "Ie1") InstanceClass("Ie1", "PREPARING_MEAL") Prediction("E41", "I6", "PREPARING_MEAL") OccursIn("E12", "I4") OccursIn("E42", "Ie2") Prediction("E19", "I3", "PREPARING_MEAL") OccursIn("E35", "I5") InstanceClass("I5", "EATING_MEAL") OccursIn("E13", "I4") Prediction("E12", "I4", "TAKING_MEDICINES") OccursIn("E22", "I3") OccursIn("E6", "I3") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E28", "I3", "PREPARING_MEAL") InstanceClass("I2", "PREPARING_MEAL") Prediction("E3", "I2", "PREPARING_MEAL") OccursIn("E14", "I5") OccursIn("E36", "I3") Prediction("E10", "I4", "TAKING_MEDICINES") OccursIn("E45", "I5") Prediction("E43", "I6", "PREPARING_MEAL") OccursIn("E2", "I1") Prediction("E16", "I3", "PREPARING_MEAL") OccursIn("E40", "I5") OccursIn("E3", "I2") OccursIn("E10", "I4") InstanceClass("I7", "EATING_MEAL") Prediction("E25", "I3", "PREPARING_MEAL") OccursIn("E43", "I6") Prediction("E33", "I3", "PREPARING_MEAL") OccursIn("E24", "I5") OccursIn("E39", "I5") OccursIn("E11", "I4") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E25", "I3") OccursIn("E4", "I5") OccursIn("E38", "I5") Prediction("E8", "I4", "TAKING_MEDICINES") OccursIn("E7", "I3") OccursIn("E18", "I5") OccursIn("E26", "I5") OccursIn("E37", "I5") Prediction("E15", "I3", "PREPARING_MEAL") OccursIn("E44", "I5") InstanceClass("Ie3", "OTHER") OccursIn("E19", "I3") OccursIn("E28", "I3") OccursIn("E27", "I3") Prediction("E11", "I4", "TAKING_MEDICINES") Prediction("E2", "I1", "OTHER") Prediction("E7", "I3", "PREPARING_MEAL") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E8", "I4") OccursIn("E41", "I6") Prediction("E6", "I3", "PREPARING_MEAL") OccursIn("E15", "I3") OccursIn("E33", "I3") InstanceClass("Ie2", "EATING_MEAL") InstanceClass("I1", "OTHER") Prediction("E1", "I1", "OTHER") Prediction("E13", "I4", "TAKING_MEDICINES") OccursIn("E16", "I3") OccursIn("E1", "I1") Prediction("E22", "I3", "PREPARING_MEAL") OccursIn("E34", "I5") Prediction("E27", "I3", "PREPARING_MEAL") OccursIn("E17", "I5") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.25 Recall -> 0.5 F1 -> 0.3333333333333333 Overall precision: 0.375 Overall recall: 0.375 Overall F1: 0.375 Boundary error: 1176.6656426011266% Start delta: 396.6666666666667 Duration delta: 8725.333333333334 (algo1) Boundary error: 112.50924641701341% (algo1) Start delta: 396.6666666666667 (algo1) Duration delta: 711.6666666666666 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.2222222222222222 F1 -> 0.3636363636363636 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.375 Recall -> 0.75 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.6 Recall -> 0.5625 F1 -> 0.5806451612903225 Overall precision: 0.5789473684210527 Overall recall: 0.5789473684210527 Overall F1: 0.5789473684210527 ------------------------ Evaluating: detectionsDump_2015-02-06.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID f8d927e7-6e72-4a9c-b17e-dd33cb82f086 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E15", "I1") OccursIn("E34", "I4") OccursIn("E5", "I1") OccursIn("E39", "I5") OccursIn("E65", "I7") OccursIn("E46", "I7") OccursIn("E60", "I7") Prediction("E63", "I8", "PREPARING_MEAL") Prediction("E49", "I8", "PREPARING_MEAL") Prediction("E44", "I6", "OTHER") InstanceClass("I6", "OTHER") OccursIn("E55", "I8") Prediction("E2", "I1", "OTHER") OccursIn("E16", "I1") OccursIn("E41", "I4") OccursIn("E50", "I8") Prediction("E15", "I1", "OTHER") OccursIn("E6", "I1") InstanceClass("I3", "PREPARING_MEAL") Prediction("E19", "I2", "TAKING_MEDICINES") InstanceClass("Ie3", "EATING_MEAL") InstanceClass("I1", "OTHER") OccursIn("E7", "I2") OccursIn("E49", "I8") OccursIn("E17", "I1") Prediction("E55", "I8", "PREPARING_MEAL") Prediction("E31", "I4", "PREPARING_MEAL") Prediction("E41", "I4", "PREPARING_MEAL") Prediction("E4", "I1", "OTHER") Prediction("E7", "I2", "TAKING_MEDICINES") Prediction("E18", "I2", "TAKING_MEDICINES") Prediction("E9", "I1", "OTHER") OccursIn("E64", "I7") Prediction("E50", "I8", "PREPARING_MEAL") OccursIn("E3", "I1") Prediction("E40", "I4", "PREPARING_MEAL") Prediction("E62", "I8", "PREPARING_MEAL") OccursIn("E13", "I2") Prediction("E35", "I4", "PREPARING_MEAL") OccursIn("E47", "I7") Prediction("E34", "I4", "PREPARING_MEAL") Prediction("E54", "I8", "PREPARING_MEAL") OccursIn("E14", "I1") OccursIn("E53", "I7") OccursIn("E62", "I8") OccursIn("E43", "I5") OccursIn("E4", "I1") Prediction("E36", "I4", "PREPARING_MEAL") OccursIn("E36", "I4") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E10", "I2") OccursIn("E48", "I7") OccursIn("E42", "I5") OccursIn("E32", "I4") OccursIn("E2", "I1") InstanceClass("Ie2", "EATING_MEAL") Prediction("E3", "I1", "OTHER") Prediction("E45", "I6", "OTHER") Prediction("E51", "I8", "PREPARING_MEAL") OccursIn("E56", "I7") Prediction("E33", "I4", "PREPARING_MEAL") Prediction("E14", "I1", "OTHER") OccursIn("E59", "I7") InstanceClass("Ie1", "OTHER") OccursIn("E12", "I2") OccursIn("E31", "I4") Prediction("E1", "I1", "OTHER") InstanceClass("I7", "EATING_MEAL") OccursIn("E44", "I6") OccursIn("E33", "I4") InstanceClass("I5", "EATING_MEAL") OccursIn("E18", "I2") OccursIn("E61", "I7") Prediction("E13", "I2", "TAKING_MEDICINES") OccursIn("E52", "I7") Prediction("E16", "I1", "OTHER") OccursIn("E63", "I8") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E8", "I1") OccursIn("E35", "I4") Prediction("E17", "I1", "OTHER") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E37", "I5") Prediction("E32", "I4", "PREPARING_MEAL") Prediction("E12", "I2", "TAKING_MEDICINES") OccursIn("E40", "I4") OccursIn("E38", "I5") OccursIn("E9", "I1") OccursIn("E19", "I2") OccursIn("E1", "I1") InstanceClass("I8", "PREPARING_MEAL") OccursIn("E51", "I8") OccursIn("E45", "I6") OccursIn("E54", "I8") Prediction("E20", "I3", "PREPARING_MEAL") OccursIn("E20", "I3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.4 F1 -> 0.5714285714285715 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Overall precision: 0.625 Overall recall: 0.5555555555555556 Overall F1: 0.5882352941176471 Boundary error: 84.65559210017146% Start delta: 241.8 Duration delta: 1087.6 (algo1) Boundary error: 261.1409261540309% (algo1) Start delta: 191.16666666666666 (algo1) Duration delta: 1381.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.6363636363636364 F1 -> 0.7777777777777778 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.1875 Recall -> 1.0 F1 -> 0.3157894736842105 Activity: PREPARING_MEAL Precision -> 0.9375 Recall -> 0.625 F1 -> 0.75 Overall precision: 0.6730769230769231 Overall recall: 0.6730769230769231 Overall F1: 0.6730769230769231 ------------------------ Evaluating: detectionsDump_2014-11-16.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 595ef25e-d668-4328-b29b-f9fdce58f2db complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E51", "Ie1") OccursIn("E18", "I1") InstanceClass("Ie2", "OTHER") Prediction("E16", "I1", "OTHER") OccursIn("E24", "I5") Prediction("E42", "I8", "OTHER") Prediction("E29", "I5", "OTHER") Prediction("E12", "I1", "OTHER") OccursIn("E43", "I8") OccursIn("E58", "I8") Prediction("E36", "I6", "PREPARING_MEAL") OccursIn("E5", "I3") Prediction("E69", "I9", "PREPARING_MEAL") InstanceClass("I3", "TAKING_MEDICINES") OccursIn("E44", "I5") OccursIn("E42", "I8") OccursIn("E57", "I9") OccursIn("E23", "I5") OccursIn("E37", "I6") OccursIn("E73", "I10") InstanceClass("I11", "PREPARING_MEAL") Prediction("E68", "I8", "OTHER") OccursIn("E50", "Ie1") Prediction("E10", "I3", "TAKING_MEDICINES") OccursIn("E25", "I5") OccursIn("E16", "I1") Prediction("E73", "I10", "OTHER") OccursIn("E59", "I9") OccursIn("E36", "I6") Prediction("E66", "I9", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") Prediction("E9", "I3", "TAKING_MEDICINES") OccursIn("E68", "I8") OccursIn("E26", "I5") Prediction("E26", "I5", "OTHER") InstanceClass("I5", "OTHER") OccursIn("E35", "I5") OccursIn("E3", "I2") Prediction("E31", "I5", "OTHER") OccursIn("E71", "I10") OccursIn("E69", "I9") OccursIn("E21", "I4") OccursIn("E27", "I5") OccursIn("E55", "I9") OccursIn("E11", "I1") Prediction("E21", "I4", "TAKING_MEDICINES") OccursIn("E34", "I5") OccursIn("E49", "I9") Prediction("E19", "I4", "TAKING_MEDICINES") Prediction("E35", "I5", "OTHER") Prediction("E41", "I8", "OTHER") Prediction("E17", "I1", "OTHER") OccursIn("E28", "I5") Prediction("E59", "I9", "PREPARING_MEAL") OccursIn("E65", "I9") Prediction("E20", "I4", "TAKING_MEDICINES") OccursIn("E66", "I9") OccursIn("E13", "I1") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E29", "I5") Prediction("E58", "I8", "OTHER") OccursIn("E72", "I10") Prediction("E55", "I9", "PREPARING_MEAL") Prediction("E61", "I9", "PREPARING_MEAL") OccursIn("E20", "I4") Prediction("E18", "I1", "OTHER") OccursIn("E9", "I3") Prediction("E1", "I1", "OTHER") OccursIn("E52", "I9") Prediction("E33", "I5", "OTHER") OccursIn("E60", "I9") OccursIn("E30", "I5") OccursIn("E45", "I5") Prediction("E37", "I6", "PREPARING_MEAL") OccursIn("E74", "I10") Prediction("E28", "I5", "OTHER") InstanceClass("I8", "OTHER") InstanceClass("I10", "OTHER") Prediction("E23", "I5", "OTHER") OccursIn("E4", "I2") OccursIn("E31", "I5") OccursIn("E19", "I4") Prediction("E5", "I3", "TAKING_MEDICINES") Prediction("E46", "I9", "PREPARING_MEAL") OccursIn("E70", "I9") Prediction("E57", "I9", "PREPARING_MEAL") Prediction("E67", "I8", "OTHER") Prediction("E49", "I9", "PREPARING_MEAL") Prediction("E25", "I5", "OTHER") Prediction("E52", "I9", "PREPARING_MEAL") OccursIn("E32", "I5") Prediction("E30", "I5", "OTHER") OccursIn("E6", "I3") InstanceClass("I6", "PREPARING_MEAL") Prediction("E22", "I5", "OTHER") Prediction("E71", "I10", "OTHER") Prediction("E43", "I8", "OTHER") OccursIn("E40", "I8") Prediction("E70", "I9", "PREPARING_MEAL") OccursIn("E33", "I5") Prediction("E2", "I1", "OTHER") OccursIn("E2", "I1") Prediction("E40", "I8", "OTHER") InstanceClass("I7", "OTHER") OccursIn("E75", "I11") OccursIn("E46", "I9") OccursIn("E61", "I9") Prediction("E4", "I2", "PREPARING_MEAL") InstanceClass("I4", "TAKING_MEDICINES") OccursIn("E17", "I1") Prediction("E38", "I7", "OTHER") Prediction("E65", "I9", "PREPARING_MEAL") OccursIn("E48", "I9") Prediction("E3", "I2", "PREPARING_MEAL") Prediction("E64", "I9", "PREPARING_MEAL") Prediction("E72", "I10", "OTHER") Prediction("E74", "I10", "OTHER") Prediction("E75", "I11", "PREPARING_MEAL") OccursIn("E41", "I8") Prediction("E6", "I3", "TAKING_MEDICINES") OccursIn("E12", "I1") Prediction("E11", "I1", "OTHER") OccursIn("E22", "I5") Prediction("E32", "I5", "OTHER") Prediction("E13", "I1", "OTHER") Prediction("E24", "I5", "OTHER") Prediction("E56", "I9", "PREPARING_MEAL") Prediction("E27", "I5", "OTHER") OccursIn("E39", "I7") InstanceClass("I1", "OTHER") OccursIn("E64", "I9") InstanceClass("Ie3", "OTHER") Prediction("E34", "I5", "OTHER") Prediction("E60", "I9", "PREPARING_MEAL") OccursIn("E67", "I8") OccursIn("E10", "I3") OccursIn("E1", "I1") InstanceClass("I2", "PREPARING_MEAL") Prediction("E39", "I7", "OTHER") OccursIn("E56", "I9") OccursIn("E47", "Ie1") OccursIn("E38", "I7") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.8 Recall -> 0.8 F1 -> 0.8000000000000002 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 0.25 Recall -> 1.0 F1 -> 0.4 Overall precision: 0.5833333333333334 Overall recall: 0.7777777777777778 Overall F1: 0.6666666666666666 Boundary error: 26.011321877545257% Start delta: 227.57142857142858 Duration delta: 1275.4285714285713 (algo1) Boundary error: 22.781157108082738% (algo1) Start delta: 227.57142857142858 (algo1) Duration delta: 681.1428571428571 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8648648648648649 Recall -> 0.7441860465116279 F1 -> 0.8 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 0.6 Recall -> 0.8 F1 -> 0.6857142857142857 Overall precision: 0.7611940298507462 Overall recall: 0.7611940298507462 Overall F1: 0.7611940298507462 ------------------------ Evaluating: detectionsDump_2014-12-16.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 4c6f483c-ad9a-45f3-ba09-3870d4c9de57 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E14", "I1") OccursIn("E92", "I8") OccursIn("E73", "Ie1") OccursIn("E110", "I13") OccursIn("E6", "I2") OccursIn("E106", "I12") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E3", "I2", "TAKING_MEDICINES") OccursIn("E57", "I7") OccursIn("E2", "I1") OccursIn("E59", "I7") OccursIn("E38", "I4") Prediction("E27", "I5", "PREPARING_MEAL") Prediction("E93", "I9", "OTHER") OccursIn("E79", "I3") Prediction("E128", "I14", "TAKING_MEDICINES") Prediction("E8", "I2", "TAKING_MEDICINES") OccursIn("E66", "Ie1") OccursIn("E100", "I10") OccursIn("E36", "I4") OccursIn("E102", "I10") Prediction("E36", "I4", "TAKING_MEDICINES") OccursIn("E95", "I9") OccursIn("E31", "I4") Prediction("E43", "I7", "PREPARING_MEAL") Prediction("E133", "I14", "TAKING_MEDICINES") OccursIn("E10", "I2") Prediction("E104", "I11", "PREPARING_MEAL") OccursIn("E112", "I13") OccursIn("E71", "Ie1") Prediction("E40", "I6", "OTHER") OccursIn("E90", "I8") Prediction("E95", "I9", "OTHER") OccursIn("E52", "I13") Prediction("E46", "I6", "OTHER") OccursIn("E108", "I13") Prediction("E107", "I13", "OTHER") OccursIn("E64", "I7") OccursIn("E45", "I6") OccursIn("E25", "I4") InstanceClass("I15", "PREPARING_MEAL") InstanceClass("I10", "PREPARING_MEAL") Prediction("E118", "I15", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") Prediction("E56", "I8", "OTHER") OccursIn("E83", "Ie2") OccursIn("E70", "I8") Prediction("E68", "I7", "PREPARING_MEAL") OccursIn("E27", "I5") Prediction("E33", "I4", "TAKING_MEDICINES") Prediction("E84", "I7", "PREPARING_MEAL") Prediction("E16", "I1", "OTHER") Prediction("E58", "I7", "PREPARING_MEAL") OccursIn("E54", "I8") Prediction("E131", "I14", "TAKING_MEDICINES") Prediction("E69", "I8", "OTHER") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E118", "I15") InstanceClass("I6", "OTHER") OccursIn("E30", "I3") OccursIn("E133", "I14") OccursIn("E5", "I2") OccursIn("E85", "I7") Prediction("E35", "I4", "TAKING_MEDICINES") Prediction("E6", "I2", "TAKING_MEDICINES") Prediction("E127", "I15", "PREPARING_MEAL") Prediction("E97", "I10", "PREPARING_MEAL") Prediction("E38", "I4", "TAKING_MEDICINES") OccursIn("E115", "I13") OccursIn("E131", "I14") Prediction("E108", "I13", "OTHER") OccursIn("E104", "I11") Prediction("E116", "I14", "TAKING_MEDICINES") OccursIn("E33", "I4") OccursIn("E46", "I6") Prediction("E25", "I4", "TAKING_MEDICINES") Prediction("E94", "I9", "OTHER") OccursIn("E34", "I4") Prediction("E41", "I6", "OTHER") OccursIn("E97", "I10") Prediction("E76", "I7", "PREPARING_MEAL") Prediction("E134", "I14", "TAKING_MEDICINES") OccursIn("E113", "I13") OccursIn("E61", "Ie1") OccursIn("E49", "I7") Prediction("E45", "I6", "OTHER") OccursIn("E114", "I13") OccursIn("E47", "I7") Prediction("E11", "I2", "TAKING_MEDICINES") Prediction("E10", "I2", "TAKING_MEDICINES") Prediction("E115", "I13", "OTHER") OccursIn("E39", "I6") OccursIn("E28", "I5") Prediction("E67", "I7", "PREPARING_MEAL") Prediction("E113", "I13", "OTHER") Prediction("E7", "I2", "TAKING_MEDICINES") OccursIn("E43", "I7") OccursIn("E117", "I14") Prediction("E102", "I10", "PREPARING_MEAL") OccursIn("E75", "I7") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E47", "I7", "PREPARING_MEAL") Prediction("E90", "I8", "OTHER") Prediction("E70", "I8", "OTHER") OccursIn("E17", "I8") OccursIn("E128", "I14") OccursIn("E82", "I2") InstanceClass("I1", "OTHER") Prediction("E34", "I4", "TAKING_MEDICINES") Prediction("E57", "I7", "PREPARING_MEAL") Prediction("E130", "I14", "TAKING_MEDICINES") OccursIn("E9", "I2") OccursIn("E1", "I1") OccursIn("E94", "I9") OccursIn("E22", "I13") Prediction("E117", "I14", "TAKING_MEDICINES") OccursIn("E72", "Ie1") InstanceClass("I8", "OTHER") InstanceClass("I12", "EATING_MEAL") OccursIn("E80", "I3") OccursIn("E58", "I7") Prediction("E13", "I1", "OTHER") Prediction("E75", "I7", "PREPARING_MEAL") Prediction("E114", "I13", "OTHER") Prediction("E44", "I7", "PREPARING_MEAL") OccursIn("E16", "I1") OccursIn("E44", "I7") Prediction("E4", "I2", "TAKING_MEDICINES") Prediction("E60", "I7", "PREPARING_MEAL") OccursIn("E77", "Ie3") Prediction("E96", "I9", "OTHER") Prediction("E101", "I10", "PREPARING_MEAL") Prediction("E9", "I2", "TAKING_MEDICINES") OccursIn("E13", "I1") OccursIn("E134", "I14") OccursIn("E107", "I13") OccursIn("E78", "I2") Prediction("E31", "I4", "TAKING_MEDICINES") Prediction("E112", "I13", "OTHER") OccursIn("E55", "I8") OccursIn("E53", "I8") OccursIn("E127", "I15") OccursIn("E111", "I13") Prediction("E48", "I7", "PREPARING_MEAL") OccursIn("E4", "I2") Prediction("E28", "I5", "PREPARING_MEAL") InstanceClass("I3", "EATING_MEAL") OccursIn("E129", "I14") Prediction("E12", "I2", "TAKING_MEDICINES") InstanceClass("I14", "TAKING_MEDICINES") OccursIn("E24", "I1") InstanceClass("I4", "TAKING_MEDICINES") OccursIn("E67", "I7") OccursIn("E103", "I10") OccursIn("E96", "I9") InstanceClass("I9", "OTHER") OccursIn("E63", "I7") OccursIn("E12", "I2") OccursIn("E109", "I13") Prediction("E129", "I14", "TAKING_MEDICINES") Prediction("E24", "I1", "OTHER") OccursIn("E29", "I3") InstanceClass("I7", "PREPARING_MEAL") Prediction("E109", "I13", "OTHER") Prediction("E63", "I7", "PREPARING_MEAL") Prediction("E15", "I1", "OTHER") Prediction("E23", "I1", "OTHER") Prediction("E14", "I1", "OTHER") Prediction("E98", "I10", "PREPARING_MEAL") OccursIn("E8", "I2") Prediction("E1", "I1", "OTHER") InstanceClass("I5", "PREPARING_MEAL") Prediction("E91", "I8", "OTHER") OccursIn("E93", "I9") OccursIn("E105", "I12") OccursIn("E42", "I6") OccursIn("E74", "I2") OccursIn("E60", "I7") OccursIn("E37", "I4") Prediction("E49", "I7", "PREPARING_MEAL") OccursIn("E41", "I6") Prediction("E32", "I4", "TAKING_MEDICINES") InstanceClass("Ie3", "OTHER") Prediction("E92", "I8", "OTHER") OccursIn("E26", "I4") Prediction("E55", "I8", "OTHER") OccursIn("E15", "I1") Prediction("E103", "I10", "PREPARING_MEAL") OccursIn("E69", "I8") Prediction("E26", "I4", "TAKING_MEDICINES") OccursIn("E76", "I7") OccursIn("E7", "I2") OccursIn("E62", "Ie1") Prediction("E59", "I7", "PREPARING_MEAL") OccursIn("E116", "I14") Prediction("E100", "I10", "PREPARING_MEAL") OccursIn("E130", "I14") OccursIn("E98", "I10") OccursIn("E68", "I7") OccursIn("E40", "I6") OccursIn("E84", "I7") InstanceClass("I13", "OTHER") OccursIn("E3", "I2") OccursIn("E81", "Ie3") Prediction("E111", "I13", "OTHER") OccursIn("E32", "I4") OccursIn("E11", "I2") InstanceClass("Ie2", "OTHER") Prediction("E64", "I7", "PREPARING_MEAL") OccursIn("E35", "I4") Prediction("E37", "I4", "TAKING_MEDICINES") OccursIn("E56", "I8") Prediction("E85", "I7", "PREPARING_MEAL") Prediction("E110", "I13", "OTHER") OccursIn("E91", "I8") InstanceClass("I11", "PREPARING_MEAL") Prediction("E42", "I6", "OTHER") OccursIn("E65", "Ie1") Prediction("E39", "I6", "OTHER") OccursIn("E48", "I7") OccursIn("E99", "I5") OccursIn("E86", "I1") OccursIn("E23", "I1") OccursIn("E101", "I10") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.7142857142857143 F1 -> 0.8333333333333333 Activity: TAKING_MEDICINES Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.75 F1 -> 0.8571428571428571 Activity: PREPARING_MEAL Precision -> 0.4 Recall -> 0.5 F1 -> 0.4444444444444445 Overall precision: 0.75 Overall recall: 0.7058823529411765 Overall F1: 0.7272727272727272 Boundary error: 151.71121841929622% Start delta: 344.8333333333333 Duration delta: 2312.0833333333335 (algo1) Boundary error: 1030.8592503112675% (algo1) Start delta: 2838.076923076923 (algo1) Duration delta: 4854.153846153846 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8372093023255814 Recall -> 0.5901639344262295 F1 -> 0.6923076923076923 Activity: TAKING_MEDICINES Precision -> 0.7741935483870968 Recall -> 1.0 F1 -> 0.8727272727272727 Activity: EATING_MEAL Precision -> 0.46153846153846156 Recall -> 0.75 F1 -> 0.5714285714285714 Activity: PREPARING_MEAL Precision -> 0.5517241379310345 Recall -> 0.6956521739130435 F1 -> 0.6153846153846154 Overall precision: 0.7068965517241379 Overall recall: 0.7068965517241379 Overall F1: 0.7068965517241379 ------------------------ Evaluating: detectionsDump_2014-12-11.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 6b71667b-6d09-4f7b-93c6-35822744a89f complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E25", "I3") OccursIn("E16", "I2") OccursIn("E46", "I8") Prediction("E23", "I3", "OTHER") OccursIn("E42", "Ie3") Prediction("E16", "I2", "TAKING_MEDICINES") Prediction("E61", "I8", "OTHER") Prediction("E71", "I8", "OTHER") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E24", "I3") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E7", "I2") Prediction("E56", "I8", "OTHER") InstanceClass("I1", "OTHER") InstanceClass("I8", "OTHER") Prediction("E4", "I1", "OTHER") OccursIn("E18", "I2") Prediction("E5", "I1", "OTHER") Prediction("E33", "I5", "PREPARING_MEAL") Prediction("E44", "I6", "OTHER") OccursIn("E3", "I1") Prediction("E45", "I7", "PREPARING_MEAL") Prediction("E13", "I2", "TAKING_MEDICINES") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E14", "I2") OccursIn("E64", "I7") OccursIn("E32", "I4") OccursIn("E28", "I3") Prediction("E48", "I7", "PREPARING_MEAL") OccursIn("E66", "I7") Prediction("E15", "I2", "TAKING_MEDICINES") OccursIn("E62", "I8") OccursIn("E69", "I7") Prediction("E28", "I3", "OTHER") Prediction("E67", "I7", "PREPARING_MEAL") InstanceClass("I4", "OTHER") OccursIn("E29", "I3") OccursIn("E5", "I1") Prediction("E31", "I4", "OTHER") Prediction("E69", "I7", "PREPARING_MEAL") OccursIn("E11", "I2") OccursIn("E39", "I4") OccursIn("E22", "I3") OccursIn("E30", "I3") OccursIn("E70", "I8") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E37", "I2") OccursIn("E2", "I1") OccursIn("E73", "Ie3") InstanceClass("I6", "OTHER") Prediction("E19", "I3", "OTHER") OccursIn("E74", "Ie3") Prediction("E22", "I3", "OTHER") Prediction("E30", "I3", "OTHER") OccursIn("E13", "I2") Prediction("E25", "I3", "OTHER") OccursIn("E43", "I6") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E40", "I5") Prediction("E32", "I4", "OTHER") OccursIn("E20", "I3") Prediction("E39", "I4", "OTHER") OccursIn("E63", "I7") Prediction("E47", "I8", "OTHER") OccursIn("E48", "I7") OccursIn("E44", "I6") Prediction("E59", "I8", "OTHER") Prediction("E43", "I6", "OTHER") OccursIn("E6", "I1") OccursIn("E59", "I8") OccursIn("E72", "I7") OccursIn("E17", "I2") Prediction("E2", "I1", "OTHER") Prediction("E18", "I2", "TAKING_MEDICINES") Prediction("E60", "I7", "PREPARING_MEAL") Prediction("E11", "I2", "TAKING_MEDICINES") Prediction("E66", "I7", "PREPARING_MEAL") Prediction("E21", "I3", "OTHER") Prediction("E55", "I7", "PREPARING_MEAL") OccursIn("E45", "I7") Prediction("E12", "I2", "TAKING_MEDICINES") OccursIn("E36", "I1") Prediction("E20", "I3", "OTHER") OccursIn("E71", "I8") OccursIn("E60", "I7") Prediction("E14", "I2", "TAKING_MEDICINES") OccursIn("E4", "I1") Prediction("E29", "I3", "OTHER") Prediction("E62", "I8", "OTHER") OccursIn("E15", "I2") InstanceClass("I3", "OTHER") Prediction("E65", "I7", "PREPARING_MEAL") Prediction("E17", "I2", "TAKING_MEDICINES") OccursIn("E55", "I7") OccursIn("E12", "I2") OccursIn("E61", "I8") Prediction("E3", "I1", "OTHER") Prediction("E6", "I1", "OTHER") InstanceClass("Ie2", "EATING_MEAL") Prediction("E70", "I8", "OTHER") OccursIn("E65", "I7") OccursIn("E23", "I3") Prediction("E40", "I5", "PREPARING_MEAL") Prediction("E72", "I7", "PREPARING_MEAL") Prediction("E38", "I4", "OTHER") Prediction("E10", "I2", "TAKING_MEDICINES") Prediction("E46", "I8", "OTHER") OccursIn("E33", "I5") OccursIn("E38", "I4") Prediction("E1", "I1", "OTHER") OccursIn("E19", "I3") Prediction("E7", "I2", "TAKING_MEDICINES") OccursIn("E41", "Ie3") OccursIn("E31", "I4") OccursIn("E56", "I8") OccursIn("E10", "I2") OccursIn("E67", "I7") Prediction("E24", "I3", "OTHER") OccursIn("E1", "I1") OccursIn("E47", "I8") OccursIn("E21", "I3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.8 Recall -> 0.8 F1 -> 0.8000000000000002 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.8888888888888888 Overall recall: 0.8888888888888888 Overall F1: 0.8888888888888888 Boundary error: 581.3178525561702% Start delta: 188.375 Duration delta: 3755.875 (algo1) Boundary error: 63.39892391928262% (algo1) Start delta: 177.85714285714286 (algo1) Duration delta: 350.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6451612903225806 Recall -> 0.9523809523809523 F1 -> 0.7692307692307692 Activity: TAKING_MEDICINES Precision -> 0.9090909090909091 Recall -> 1.0 F1 -> 0.9523809523809523 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5714285714285714 F1 -> 0.7272727272727273 Activity: PREPARING_MEAL Precision -> 0.8461538461538461 Recall -> 0.5238095238095238 F1 -> 0.6470588235294118 Overall precision: 0.7627118644067796 Overall recall: 0.7627118644067796 Overall F1: 0.7627118644067796 ------------------------ Evaluating: detectionsDump_2015-02-15.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 14af7932-79d1-481d-b8eb-de5641a173d0 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E43", "I8") Prediction("E47", "I10", "PREPARING_MEAL") Prediction("E52", "I10", "PREPARING_MEAL") OccursIn("E22", "Ie2") OccursIn("E21", "I4") OccursIn("E47", "I10") Prediction("E28", "I4", "PREPARING_MEAL") Prediction("E20", "I4", "PREPARING_MEAL") OccursIn("E51", "I10") Prediction("E24", "I5", "OTHER") OccursIn("E14", "I4") OccursIn("E5", "I2") InstanceClass("I1", "PREPARING_MEAL") OccursIn("E20", "I4") Prediction("E16", "I4", "PREPARING_MEAL") OccursIn("E50", "I11") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E33", "I4", "PREPARING_MEAL") OccursIn("E52", "I10") OccursIn("E23", "Ie2") Prediction("E39", "I7", "PREPARING_MEAL") OccursIn("E36", "I5") InstanceClass("I8", "OTHER") Prediction("E49", "I11", "OTHER") Prediction("E55", "I11", "OTHER") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E24", "I5") OccursIn("E12", "I4") OccursIn("E48", "I10") Prediction("E6", "I3", "OTHER") OccursIn("E3", "I2") OccursIn("E27", "I11") OccursIn("E9", "I3") OccursIn("E25", "I5") OccursIn("E33", "I4") OccursIn("E18", "I1") Prediction("E12", "I4", "PREPARING_MEAL") OccursIn("E45", "I9") Prediction("E17", "I4", "PREPARING_MEAL") Prediction("E14", "I4", "PREPARING_MEAL") Prediction("E54", "I11", "OTHER") Prediction("E44", "I9", "TAKING_MEDICINES") OccursIn("E56", "I11") InstanceClass("I7", "PREPARING_MEAL") Prediction("E15", "I4", "PREPARING_MEAL") OccursIn("E26", "I11") OccursIn("E35", "Ie1") OccursIn("E16", "I4") OccursIn("E7", "I3") InstanceClass("Ie3", "PREPARING_MEAL") OccursIn("E40", "I6") Prediction("E11", "I4", "PREPARING_MEAL") InstanceClass("I5", "OTHER") OccursIn("E53", "I11") OccursIn("E4", "I2") OccursIn("E19", "I7") OccursIn("E13", "I4") Prediction("E56", "I11", "OTHER") Prediction("E13", "I4", "PREPARING_MEAL") Prediction("E38", "I7", "PREPARING_MEAL") OccursIn("E28", "I4") OccursIn("E55", "I11") OccursIn("E34", "Ie1") InstanceClass("I10", "PREPARING_MEAL") OccursIn("E6", "I3") OccursIn("E31", "I4") OccursIn("E15", "I4") Prediction("E7", "I3", "OTHER") Prediction("E41", "I6", "OTHER") Prediction("E45", "I9", "TAKING_MEDICINES") Prediction("E31", "I4", "PREPARING_MEAL") OccursIn("E2", "I2") OccursIn("E32", "I4") InstanceClass("I6", "OTHER") OccursIn("E11", "I4") OccursIn("E39", "I7") Prediction("E48", "I10", "PREPARING_MEAL") Prediction("E25", "I5", "OTHER") Prediction("E8", "I3", "OTHER") Prediction("E4", "I2", "TAKING_MEDICINES") Prediction("E37", "I6", "OTHER") OccursIn("E54", "I11") Prediction("E50", "I11", "OTHER") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E42", "I8", "OTHER") Prediction("E2", "I2", "TAKING_MEDICINES") Prediction("E32", "I4", "PREPARING_MEAL") OccursIn("E41", "I6") OccursIn("E10", "I4") InstanceClass("I11", "OTHER") InstanceClass("I4", "PREPARING_MEAL") Prediction("E9", "I3", "OTHER") Prediction("E40", "I6", "OTHER") InstanceClass("I9", "TAKING_MEDICINES") OccursIn("E42", "I8") OccursIn("E38", "I7") OccursIn("E46", "I9") InstanceClass("Ie2", "EATING_MEAL") Prediction("E46", "I9", "TAKING_MEDICINES") Prediction("E1", "I1", "PREPARING_MEAL") Prediction("E10", "I4", "PREPARING_MEAL") OccursIn("E49", "I11") Prediction("E21", "I4", "PREPARING_MEAL") InstanceClass("I3", "OTHER") Prediction("E36", "I5", "OTHER") Prediction("E43", "I8", "OTHER") Prediction("E51", "I10", "PREPARING_MEAL") OccursIn("E44", "I9") OccursIn("E8", "I3") OccursIn("E1", "I1") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E17", "I4") OccursIn("E37", "I6") Prediction("E53", "I11", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6 Recall -> 0.75 F1 -> 0.6666666666666665 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 0.6666666666666666 F1 -> 0.5714285714285715 Overall precision: 0.6153846153846154 Overall recall: 0.8 Overall F1: 0.6956521739130435 Boundary error: 4.649262951768579% Start delta: 0.0 Duration delta: 507.875 (algo1) Boundary error: 1.11635505536395% (algo1) Start delta: 0.0 (algo1) Duration delta: 35.142857142857146 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 0.8333333333333334 F1 -> 0.625 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.9130434782608695 Recall -> 0.6774193548387096 F1 -> 0.7777777777777777 Overall precision: 0.7407407407407407 Overall recall: 0.7407407407407407 Overall F1: 0.7407407407407407 ------------------------ Evaluating: detectionsDump_2014-11-12.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 8de94cf2-762a-41a2-b198-64f72b8f8db2 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("I6", "OTHER") OccursIn("E78", "Ie1") Prediction("E89", "I9", "OTHER") OccursIn("E29", "I10") Prediction("E8", "I3", "TAKING_MEDICINES") Prediction("E17", "I6", "OTHER") Prediction("E86", "I9", "OTHER") Prediction("E107", "I12", "OTHER") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E5", "I3") Prediction("E83", "I9", "OTHER") InstanceClass("I1", "OTHER") Prediction("E10", "I2", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E100", "I9") Prediction("E64", "I10", "PREPARING_MEAL") Prediction("E19", "I7", "TAKING_MEDICINES") OccursIn("E105", "I12") Prediction("E81", "I9", "OTHER") Prediction("E13", "I4", "OTHER") OccursIn("E93", "I9") OccursIn("E14", "I5") OccursIn("E79", "I3") Prediction("E15", "I5", "OTHER") OccursIn("E103", "I12") OccursIn("E41", "Ie2") OccursIn("E9", "I3") OccursIn("E89", "I9") OccursIn("E31", "Ie2") Prediction("E100", "I9", "OTHER") OccursIn("E98", "I11") OccursIn("E55", "Ie1") OccursIn("E27", "I9") OccursIn("E53", "I10") OccursIn("E35", "I12") OccursIn("E22", "I8") OccursIn("E49", "Ie2") OccursIn("E21", "I7") OccursIn("E107", "I12") Prediction("E60", "I10", "PREPARING_MEAL") OccursIn("E42", "I8") OccursIn("E62", "I10") OccursIn("E70", "Ie2") Prediction("E93", "I9", "OTHER") InstanceClass("I7", "TAKING_MEDICINES") OccursIn("E26", "I9") OccursIn("E4", "I2") OccursIn("E33", "I9") Prediction("E20", "I7", "TAKING_MEDICINES") OccursIn("E44", "Ie2") OccursIn("E58", "Ie2") OccursIn("E25", "I8") OccursIn("E90", "I9") OccursIn("E59", "Ie2") OccursIn("E84", "I9") OccursIn("E97", "I11") OccursIn("E16", "I6") Prediction("E12", "I4", "OTHER") Prediction("E96", "I9", "OTHER") InstanceClass("I5", "OTHER") OccursIn("E75", "Ie3") Prediction("E4", "I2", "PREPARING_MEAL") OccursIn("E13", "I4") OccursIn("E54", "Ie1") Prediction("E3", "I2", "PREPARING_MEAL") OccursIn("E43", "Ie2") Prediction("E84", "I9", "OTHER") OccursIn("E65", "Ie2") OccursIn("E48", "I10") Prediction("E21", "I7", "TAKING_MEDICINES") OccursIn("E106", "I12") InstanceClass("Ie3", "OTHER") Prediction("E101", "I12", "OTHER") Prediction("E1", "I1", "OTHER") Prediction("E97", "I11", "PREPARING_MEAL") Prediction("E11", "I2", "PREPARING_MEAL") OccursIn("E39", "I10") Prediction("E104", "I12", "OTHER") OccursIn("E51", "I10") Prediction("E29", "I10", "PREPARING_MEAL") InstanceClass("I10", "PREPARING_MEAL") OccursIn("E68", "Ie2") OccursIn("E8", "I3") OccursIn("E94", "I9") OccursIn("E1", "I1") OccursIn("E19", "I7") Prediction("E24", "I8", "OTHER") OccursIn("E99", "I9") OccursIn("E50", "Ie2") Prediction("E95", "I9", "OTHER") OccursIn("E80", "I3") InstanceClass("I4", "OTHER") OccursIn("E15", "I5") OccursIn("E64", "I10") Prediction("E51", "I10", "PREPARING_MEAL") Prediction("E48", "I10", "PREPARING_MEAL") OccursIn("E30", "Ie2") OccursIn("E12", "I4") OccursIn("E40", "Ie2") Prediction("E27", "I9", "OTHER") OccursIn("E71", "Ie2") OccursIn("E61", "I10") Prediction("E22", "I8", "OTHER") OccursIn("E3", "I2") Prediction("E105", "I12", "OTHER") Prediction("E9", "I3", "TAKING_MEDICINES") OccursIn("E69", "I12") OccursIn("E52", "I10") OccursIn("E77", "Ie3") Prediction("E108", "I12", "OTHER") OccursIn("E36", "I10") Prediction("E66", "I10", "PREPARING_MEAL") Prediction("E33", "I9", "OTHER") Prediction("E98", "I11", "PREPARING_MEAL") OccursIn("E18", "I7") Prediction("E62", "I10", "PREPARING_MEAL") OccursIn("E11", "I2") OccursIn("E86", "I9") InstanceClass("I3", "TAKING_MEDICINES") OccursIn("E28", "Ie2") OccursIn("E66", "I10") Prediction("E18", "I7", "TAKING_MEDICINES") Prediction("E82", "I9", "OTHER") InstanceClass("Ie1", "OTHER") OccursIn("E23", "I8") Prediction("E103", "I12", "OTHER") OccursIn("E104", "I12") Prediction("E36", "I10", "PREPARING_MEAL") OccursIn("E74", "I8") OccursIn("E108", "I12") OccursIn("E24", "I8") OccursIn("E20", "I7") OccursIn("E67", "I10") OccursIn("E83", "I9") OccursIn("E95", "I9") Prediction("E25", "I8", "OTHER") OccursIn("E45", "I10") Prediction("E16", "I6", "OTHER") OccursIn("E96", "I9") OccursIn("E6", "I3") OccursIn("E56", "I8") OccursIn("E91", "I12") Prediction("E6", "I3", "TAKING_MEDICINES") OccursIn("E81", "I9") Prediction("E14", "I5", "OTHER") Prediction("E85", "I9", "OTHER") OccursIn("E2", "I1") Prediction("E90", "I9", "OTHER") Prediction("E23", "I8", "OTHER") Prediction("E45", "I10", "PREPARING_MEAL") OccursIn("E82", "I9") InstanceClass("I11", "PREPARING_MEAL") Prediction("E106", "I12", "OTHER") Prediction("E5", "I3", "TAKING_MEDICINES") OccursIn("E32", "Ie2") Prediction("E52", "I10", "PREPARING_MEAL") OccursIn("E85", "I9") Prediction("E53", "I10", "PREPARING_MEAL") OccursIn("E57", "I12") OccursIn("E101", "I12") OccursIn("E10", "I2") InstanceClass("I12", "OTHER") Prediction("E39", "I10", "PREPARING_MEAL") OccursIn("E88", "Ie1") Prediction("E102", "I12", "OTHER") OccursIn("E87", "I1") Prediction("E94", "I9", "OTHER") Prediction("E26", "I9", "OTHER") InstanceClass("I8", "OTHER") InstanceClass("I9", "OTHER") Prediction("E99", "I9", "OTHER") OccursIn("E102", "I12") OccursIn("E72", "I7") OccursIn("E60", "I10") OccursIn("E76", "Ie3") InstanceClass("I2", "PREPARING_MEAL") OccursIn("E17", "I6") Prediction("E61", "I10", "PREPARING_MEAL") Prediction("E67", "I10", "PREPARING_MEAL") OccursIn("E92", "I1") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.7142857142857143 Recall -> 0.7142857142857143 F1 -> 0.7142857142857143 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Overall precision: 0.6923076923076923 Overall recall: 0.8181818181818182 Overall F1: 0.7500000000000001 Boundary error: 23.445090224656575% Start delta: 497.1111111111111 Duration delta: 722.0 (algo1) Boundary error: 87.24356058250487% (algo1) Start delta: 981.7777777777778 (algo1) Duration delta: 2506.1111111111113 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8490566037735849 Recall -> 0.8181818181818182 F1 -> 0.8333333333333334 Activity: TAKING_MEDICINES Precision -> 0.7272727272727273 Recall -> 1.0 F1 -> 0.8421052631578948 Activity: EATING_MEAL Precision -> 0.25 Recall -> 0.5714285714285714 F1 -> 0.34782608695652173 Activity: PREPARING_MEAL Precision -> 0.6 Recall -> 0.4 F1 -> 0.48 Overall precision: 0.69 Overall recall: 0.69 Overall F1: 0.69 ------------------------ Evaluating: detectionsDump_2015-02-03.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID be1a64a5-7121-4b33-bbec-6b2620875885 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E52", "I9") InstanceClass("I7", "PREPARING_MEAL") InstanceClass("I11", "EATING_MEAL") Prediction("E18", "I6", "OTHER") InstanceClass("I3", "PREPARING_MEAL") Prediction("E17", "I6", "OTHER") OccursIn("E17", "I6") OccursIn("E7", "I3") InstanceClass("I2", "OTHER") Prediction("E26", "I7", "PREPARING_MEAL") Prediction("E9", "I4", "OTHER") OccursIn("E19", "I7") Prediction("E4", "I2", "OTHER") OccursIn("E44", "I9") Prediction("E15", "I5", "OTHER") Prediction("E5", "I2", "OTHER") OccursIn("E59", "I10") OccursIn("E3", "I1") OccursIn("E51", "I9") OccursIn("E20", "I7") InstanceClass("I12", "TAKING_MEDICINES") OccursIn("E33", "I8") Prediction("E11", "I3", "PREPARING_MEAL") OccursIn("E14", "I3") Prediction("E45", "I9", "PREPARING_MEAL") Prediction("E38", "I9", "PREPARING_MEAL") OccursIn("E21", "I7") Prediction("E6", "I1", "TAKING_MEDICINES") OccursIn("E5", "I2") OccursIn("E24", "I7") OccursIn("E9", "I4") Prediction("E28", "I7", "PREPARING_MEAL") Prediction("E49", "I12", "TAKING_MEDICINES") Prediction("E51", "I9", "PREPARING_MEAL") OccursIn("E46", "I9") Prediction("E19", "I7", "PREPARING_MEAL") Prediction("E10", "I4", "OTHER") OccursIn("E11", "I3") InstanceClass("I9", "PREPARING_MEAL") Prediction("E21", "I7", "PREPARING_MEAL") InstanceClass("I1", "TAKING_MEDICINES") OccursIn("E58", "Ie3") Prediction("E39", "I9", "PREPARING_MEAL") InstanceClass("Ie2", "OTHER") Prediction("E46", "I9", "PREPARING_MEAL") OccursIn("E26", "I7") OccursIn("E27", "I7") OccursIn("E38", "I9") OccursIn("E34", "I8") InstanceClass("I8", "EATING_MEAL") OccursIn("E49", "I12") OccursIn("E6", "I1") Prediction("E35", "I9", "PREPARING_MEAL") OccursIn("E28", "I7") OccursIn("E54", "I8") OccursIn("E16", "I5") OccursIn("E30", "I8") OccursIn("E37", "I10") Prediction("E50", "I12", "TAKING_MEDICINES") OccursIn("E29", "I7") Prediction("E44", "I9", "PREPARING_MEAL") InstanceClass("Ie1", "OTHER") OccursIn("E53", "I8") Prediction("E16", "I5", "OTHER") OccursIn("E50", "I12") Prediction("E14", "I3", "PREPARING_MEAL") OccursIn("E4", "I2") OccursIn("E15", "I5") InstanceClass("I10", "EATING_MEAL") Prediction("E3", "I1", "TAKING_MEDICINES") InstanceClass("I6", "OTHER") Prediction("E20", "I7", "PREPARING_MEAL") InstanceClass("I4", "OTHER") OccursIn("E47", "I11") Prediction("E27", "I7", "PREPARING_MEAL") OccursIn("E31", "I11") OccursIn("E10", "I4") OccursIn("E45", "I9") InstanceClass("Ie3", "PREPARING_MEAL") OccursIn("E18", "I6") InstanceClass("I5", "OTHER") OccursIn("E60", "I10") OccursIn("E32", "I8") OccursIn("E25", "Ie3") Prediction("E1", "I1", "TAKING_MEDICINES") Prediction("E8", "I3", "PREPARING_MEAL") OccursIn("E36", "I10") OccursIn("E35", "I9") Prediction("E7", "I3", "PREPARING_MEAL") OccursIn("E48", "I11") Prediction("E29", "I7", "PREPARING_MEAL") OccursIn("E8", "I3") OccursIn("E39", "I9") OccursIn("E1", "I1") Prediction("E24", "I7", "PREPARING_MEAL") OccursIn("E55", "I9") Prediction("E52", "I9", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.5833333333333334 Overall recall: 1.0 Overall F1: 0.7368421052631579 Boundary error: 108.23331687577135% Start delta: 0.0 Duration delta: 4480.857142857143 (algo1) Boundary error: 30.327208047328764% (algo1) Start delta: 317.2857142857143 (algo1) Duration delta: 1266.142857142857 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 0.6 Recall -> 0.6 F1 -> 0.6 Activity: EATING_MEAL Precision -> 0.5384615384615384 Recall -> 1.0 F1 -> 0.7000000000000001 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.696969696969697 F1 -> 0.8214285714285715 Overall precision: 0.7551020408163265 Overall recall: 0.7551020408163265 Overall F1: 0.7551020408163265 ------------------------ Evaluating: detectionsDump_2015-01-11.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID a87487d6-3d26-4766-ba11-6082f240d69d complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E72", "I8") OccursIn("E12", "Ie1") InstanceClass("Ie1", "OTHER") OccursIn("E22", "I4") OccursIn("E57", "I8") Prediction("E32", "I5", "OTHER") OccursIn("E15", "I5") OccursIn("E13", "Ie1") InstanceClass("I1", "OTHER") Prediction("E54", "I8", "OTHER") OccursIn("E41", "Ie3") InstanceClass("I6", "OTHER") Prediction("E4", "I1", "OTHER") OccursIn("E21", "I4") OccursIn("E40", "I4") Prediction("E62", "I9", "TAKING_MEDICINES") OccursIn("E56", "I8") Prediction("E48", "I6", "OTHER") OccursIn("E3", "I1") InstanceClass("I3", "TAKING_MEDICINES") Prediction("E73", "I8", "OTHER") OccursIn("E58", "I8") OccursIn("E23", "I4") Prediction("E69", "I8", "OTHER") OccursIn("E37", "I4") OccursIn("E60", "I9") OccursIn("E26", "Ie3") Prediction("E24", "I4", "PREPARING_MEAL") InstanceClass("I7", "OTHER") Prediction("E33", "I4", "PREPARING_MEAL") Prediction("E19", "I4", "PREPARING_MEAL") OccursIn("E62", "I9") Prediction("E20", "I4", "PREPARING_MEAL") Prediction("E74", "I8", "OTHER") OccursIn("E5", "I2") OccursIn("E19", "I4") OccursIn("E24", "I4") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E10", "I3") OccursIn("E63", "I8") OccursIn("E2", "I1") Prediction("E68", "I8", "OTHER") InstanceClass("I2", "PREPARING_MEAL") Prediction("E5", "I2", "PREPARING_MEAL") Prediction("E15", "I5", "OTHER") InstanceClass("Ie2", "OTHER") Prediction("E58", "I8", "OTHER") Prediction("E70", "I8", "OTHER") OccursIn("E73", "I8") Prediction("E45", "I5", "OTHER") Prediction("E43", "I5", "OTHER") OccursIn("E48", "I6") Prediction("E59", "I9", "TAKING_MEDICINES") Prediction("E27", "I5", "OTHER") OccursIn("E49", "Ie1") OccursIn("E17", "I4") Prediction("E37", "I4", "PREPARING_MEAL") OccursIn("E7", "I3") Prediction("E56", "I8", "OTHER") Prediction("E60", "I9", "TAKING_MEDICINES") Prediction("E22", "I4", "PREPARING_MEAL") Prediction("E6", "I2", "PREPARING_MEAL") OccursIn("E27", "I5") Prediction("E46", "I5", "OTHER") OccursIn("E14", "I5") Prediction("E61", "I9", "TAKING_MEDICINES") Prediction("E17", "I4", "PREPARING_MEAL") OccursIn("E69", "I8") Prediction("E14", "I5", "OTHER") Prediction("E2", "I1", "OTHER") OccursIn("E32", "I5") Prediction("E72", "I8", "OTHER") Prediction("E10", "I3", "TAKING_MEDICINES") OccursIn("E35", "Ie3") Prediction("E21", "I4", "PREPARING_MEAL") OccursIn("E6", "I2") OccursIn("E54", "I8") OccursIn("E33", "I4") OccursIn("E16", "I4") OccursIn("E34", "I4") OccursIn("E47", "I6") OccursIn("E4", "I1") OccursIn("E46", "I5") OccursIn("E52", "I7") OccursIn("E55", "I8") InstanceClass("Ie3", "EATING_MEAL") Prediction("E55", "I8", "OTHER") OccursIn("E70", "I8") Prediction("E44", "I5", "OTHER") Prediction("E18", "I4", "PREPARING_MEAL") OccursIn("E45", "I5") Prediction("E11", "I3", "TAKING_MEDICINES") OccursIn("E11", "I3") OccursIn("E74", "I8") Prediction("E40", "I4", "PREPARING_MEAL") Prediction("E34", "I4", "PREPARING_MEAL") OccursIn("E20", "I4") InstanceClass("I8", "OTHER") InstanceClass("I5", "OTHER") Prediction("E53", "I8", "OTHER") Prediction("E3", "I1", "OTHER") OccursIn("E68", "I8") Prediction("E16", "I4", "PREPARING_MEAL") OccursIn("E59", "I9") OccursIn("E42", "Ie3") OccursIn("E44", "I5") Prediction("E47", "I6", "OTHER") OccursIn("E53", "I8") OccursIn("E36", "Ie3") Prediction("E1", "I1", "OTHER") OccursIn("E71", "I8") OccursIn("E43", "I5") Prediction("E7", "I3", "TAKING_MEDICINES") OccursIn("E25", "Ie3") OccursIn("E8", "I3") Prediction("E71", "I8", "OTHER") Prediction("E8", "I3", "TAKING_MEDICINES") Prediction("E23", "I4", "PREPARING_MEAL") OccursIn("E1", "I1") Prediction("E57", "I8", "OTHER") OccursIn("E18", "I4") OccursIn("E61", "I9") Prediction("E63", "I8", "OTHER") InstanceClass("I9", "TAKING_MEDICINES") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.4 Recall -> 0.6666666666666666 F1 -> 0.5 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.6666666666666666 F1 -> 0.8 Overall precision: 0.7 Overall recall: 0.7 Overall F1: 0.7 Boundary error: 13.78461552095819% Start delta: 386.0 Duration delta: 311.14285714285717 (algo1) Boundary error: 110.07537933630722% (algo1) Start delta: 2888.5 (algo1) Duration delta: 3413.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.5625 Recall -> 1.0 F1 -> 0.72 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.6666666666666666 Recall -> 0.4 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.8666666666666667 Recall -> 0.52 F1 -> 0.65 Overall precision: 0.7049180327868853 Overall recall: 0.7049180327868853 Overall F1: 0.7049180327868853 ------------------------ Evaluating: detectionsDump_2014-11-02.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 7ce6e9e8-35a5-4252-b273-972aab660a63 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E6", "I2") OccursIn("E46", "I7") InstanceClass("I8", "OTHER") OccursIn("E48", "I8") OccursIn("E16", "I3") OccursIn("E50", "I9") OccursIn("E31", "I6") Prediction("E16", "I3", "OTHER") Prediction("E30", "I7", "OTHER") Prediction("E18", "I4", "PREPARING_MEAL") OccursIn("E25", "I6") OccursIn("E39", "I2") OccursIn("E7", "I2") InstanceClass("I1", "OTHER") OccursIn("E17", "I4") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E8", "I1") OccursIn("E33", "Ie1") Prediction("E4", "I1", "OTHER") OccursIn("E35", "I6") Prediction("E5", "I1", "OTHER") Prediction("E13", "I1", "OTHER") Prediction("E46", "I7", "OTHER") OccursIn("E45", "I7") OccursIn("E3", "I1") OccursIn("E30", "I7") Prediction("E24", "I5", "TAKING_MEDICINES") OccursIn("E43", "I2") OccursIn("E36", "I9") OccursIn("E34", "Ie1") OccursIn("E4", "I1") OccursIn("E37", "I3") Prediction("E32", "I6", "PREPARING_MEAL") OccursIn("E40", "I2") Prediction("E12", "I1", "OTHER") Prediction("E49", "I8", "OTHER") Prediction("E31", "I6", "PREPARING_MEAL") Prediction("E47", "I7", "OTHER") Prediction("E6", "I2", "TAKING_MEDICINES") OccursIn("E38", "I7") Prediction("E21", "I5", "TAKING_MEDICINES") Prediction("E7", "I2", "TAKING_MEDICINES") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E32", "I6") OccursIn("E5", "I1") Prediction("E14", "I1", "OTHER") Prediction("E17", "I4", "PREPARING_MEAL") OccursIn("E44", "I7") OccursIn("E27", "I7") OccursIn("E15", "I3") OccursIn("E21", "I5") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E14", "I1") Prediction("E45", "I7", "OTHER") InstanceClass("I6", "PREPARING_MEAL") Prediction("E26", "I6", "PREPARING_MEAL") OccursIn("E24", "I5") InstanceClass("I3", "OTHER") Prediction("E8", "I1", "OTHER") Prediction("E3", "I1", "OTHER") InstanceClass("I5", "TAKING_MEDICINES") InstanceClass("Ie2", "OTHER") OccursIn("E41", "I3") Prediction("E50", "I9", "PREPARING_MEAL") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E1", "I1", "OTHER") OccursIn("E18", "I4") OccursIn("E49", "I8") OccursIn("E20", "Ie3") OccursIn("E26", "I6") Prediction("E35", "I6", "PREPARING_MEAL") OccursIn("E47", "I7") OccursIn("E42", "I2") Prediction("E25", "I6", "PREPARING_MEAL") Prediction("E15", "I3", "OTHER") OccursIn("E12", "I1") OccursIn("E19", "Ie3") Prediction("E48", "I8", "OTHER") OccursIn("E13", "I1") Prediction("E27", "I7", "OTHER") Prediction("E44", "I7", "OTHER") OccursIn("E1", "I1") InstanceClass("I7", "OTHER") InstanceClass("I4", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Overall precision: 0.6363636363636364 Overall recall: 0.7 Overall F1: 0.6666666666666666 Boundary error: 19.43833109133631% Start delta: 0.0 Duration delta: 446.42857142857144 (algo1) Boundary error: 453.7831844423503% (algo1) Start delta: 3061.125 (algo1) Duration delta: 3513.625 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8095238095238095 Recall -> 0.7727272727272727 F1 -> 0.7906976744186046 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.8888888888888888 Recall -> 0.6666666666666666 F1 -> 0.761904761904762 Overall precision: 0.7380952380952381 Overall recall: 0.7380952380952381 Overall F1: 0.7380952380952381 ------------------------ Evaluating: detectionsDump_2015-01-10.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID bb6082dc-068a-476b-b515-95dd7f29ba8d complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E67", "I9") OccursIn("E16", "I1") OccursIn("E31", "Ie2") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E23", "I5") OccursIn("E52", "I8") OccursIn("E95", "I8") Prediction("E69", "I10", "TAKING_MEDICINES") Prediction("E27", "I7", "PREPARING_MEAL") OccursIn("E59", "I9") OccursIn("E87", "I8") Prediction("E66", "I10", "TAKING_MEDICINES") OccursIn("E7", "I2") OccursIn("E86", "I8") OccursIn("E37", "I3") InstanceClass("I3", "PREPARING_MEAL") InstanceClass("Ie1", "OTHER") OccursIn("E18", "I3") OccursIn("E78", "I9") OccursIn("E38", "Ie2") OccursIn("E36", "I5") Prediction("E7", "I2", "TAKING_MEDICINES") Prediction("E46", "I8", "OTHER") Prediction("E54", "I9", "PREPARING_MEAL") OccursIn("E51", "I9") Prediction("E68", "I9", "PREPARING_MEAL") Prediction("E62", "I9", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") Prediction("E26", "I6", "TAKING_MEDICINES") Prediction("E90", "I8", "OTHER") OccursIn("E14", "I3") OccursIn("E24", "I7") Prediction("E78", "I9", "PREPARING_MEAL") OccursIn("E53", "I8") OccursIn("E79", "I9") Prediction("E32", "I7", "PREPARING_MEAL") Prediction("E8", "I2", "TAKING_MEDICINES") OccursIn("E35", "I5") Prediction("E95", "I8", "OTHER") InstanceClass("I8", "OTHER") Prediction("E85", "I9", "PREPARING_MEAL") Prediction("E33", "I7", "PREPARING_MEAL") OccursIn("E34", "I7") OccursIn("E3", "I2") Prediction("E13", "I3", "PREPARING_MEAL") Prediction("E45", "I8", "OTHER") Prediction("E79", "I9", "PREPARING_MEAL") OccursIn("E22", "I5") OccursIn("E11", "I1") OccursIn("E64", "I10") OccursIn("E33", "I7") OccursIn("E93", "I8") OccursIn("E13", "I3") Prediction("E87", "I8", "OTHER") Prediction("E96", "I8", "OTHER") OccursIn("E68", "I9") Prediction("E61", "I9", "PREPARING_MEAL") OccursIn("E27", "I7") Prediction("E47", "I9", "PREPARING_MEAL") Prediction("E93", "I8", "OTHER") OccursIn("E45", "I8") OccursIn("E89", "Ie3") OccursIn("E63", "I10") OccursIn("E9", "I2") Prediction("E53", "I8", "OTHER") OccursIn("E26", "I6") Prediction("E51", "I9", "PREPARING_MEAL") InstanceClass("I6", "TAKING_MEDICINES") OccursIn("E28", "I7") OccursIn("E29", "I1") OccursIn("E96", "I8") OccursIn("E46", "I8") OccursIn("E75", "I9") OccursIn("E6", "I2") OccursIn("E25", "I6") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E82", "I9") OccursIn("E30", "I1") Prediction("E52", "I8", "OTHER") OccursIn("E62", "I9") InstanceClass("Ie2", "PREPARING_MEAL") Prediction("E67", "I9", "PREPARING_MEAL") OccursIn("E17", "I1") OccursIn("E44", "I5") Prediction("E94", "I8", "OTHER") Prediction("E91", "I8", "OTHER") OccursIn("E92", "I8") Prediction("E70", "I9", "PREPARING_MEAL") Prediction("E64", "I10", "TAKING_MEDICINES") Prediction("E14", "I3", "PREPARING_MEAL") OccursIn("E8", "I2") Prediction("E21", "I4", "PREPARING_MEAL") Prediction("E34", "I7", "PREPARING_MEAL") OccursIn("E49", "Ie3") InstanceClass("I5", "EATING_MEAL") OccursIn("E21", "I4") Prediction("E86", "I8", "OTHER") OccursIn("E81", "Ie3") OccursIn("E32", "I7") OccursIn("E70", "I9") OccursIn("E2", "I1") OccursIn("E42", "I5") OccursIn("E50", "I9") Prediction("E25", "I6", "TAKING_MEDICINES") Prediction("E28", "I7", "PREPARING_MEAL") OccursIn("E15", "I3") Prediction("E6", "I2", "TAKING_MEDICINES") OccursIn("E60", "Ie1") OccursIn("E76", "Ie3") OccursIn("E43", "I5") OccursIn("E90", "I8") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E50", "I9", "PREPARING_MEAL") OccursIn("E41", "I5") OccursIn("E97", "Ie3") OccursIn("E12", "I1") Prediction("E82", "I9", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E80", "Ie3") OccursIn("E47", "I9") OccursIn("E61", "I9") OccursIn("E40", "I5") OccursIn("E94", "I8") Prediction("E9", "I2", "TAKING_MEDICINES") Prediction("E58", "I9", "PREPARING_MEAL") OccursIn("E54", "I9") Prediction("E15", "I3", "PREPARING_MEAL") OccursIn("E85", "I9") OccursIn("E69", "I10") OccursIn("E98", "Ie3") OccursIn("E39", "I5") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E48", "Ie3") OccursIn("E77", "Ie3") InstanceClass("I1", "EATING_MEAL") Prediction("E75", "I9", "PREPARING_MEAL") Prediction("E18", "I3", "PREPARING_MEAL") OccursIn("E88", "Ie3") OccursIn("E10", "I2") OccursIn("E1", "I1") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E91", "I8") OccursIn("E66", "I10") OccursIn("E58", "I9") InstanceClass("I10", "TAKING_MEDICINES") Prediction("E92", "I8", "OTHER") Prediction("E63", "I10", "TAKING_MEDICINES") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 0.16666666666666666 F1 -> 0.25 Activity: TAKING_MEDICINES Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Overall precision: 0.75 Overall recall: 0.6428571428571429 Overall F1: 0.6923076923076924 Boundary error: 410.7340702657413% Start delta: 1451.7777777777778 Duration delta: 3558.1111111111113 (algo1) Boundary error: 11174.268052619336% (algo1) Start delta: 1273.375 (algo1) Duration delta: 2296.125 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8571428571428571 Recall -> 0.34285714285714286 F1 -> 0.4897959183673469 Activity: TAKING_MEDICINES Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: EATING_MEAL Precision -> 0.2857142857142857 Recall -> 1.0 F1 -> 0.4444444444444445 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 0.6060606060606061 F1 -> 0.6349206349206349 Overall precision: 0.5714285714285714 Overall recall: 0.5714285714285714 Overall F1: 0.5714285714285714 ------------------------ Evaluating: detectionsDump_2015-01-15.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 40631396-9257-442a-8eaa-4216a6b69716 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E5", "I2") InstanceClass("I4", "TAKING_MEDICINES") OccursIn("E14", "I4") OccursIn("E21", "I6") Prediction("E6", "I2", "OTHER") Prediction("E19", "I6", "OTHER") OccursIn("E15", "I2") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E22", "Ie1") Prediction("E4", "I2", "OTHER") OccursIn("E20", "I4") Prediction("E12", "I4", "TAKING_MEDICINES") OccursIn("E28", "I5") OccursIn("E6", "I2") Prediction("E31", "I8", "OTHER") InstanceClass("I1", "OTHER") OccursIn("E7", "I3") InstanceClass("Ie1", "OTHER") Prediction("E14", "I4", "TAKING_MEDICINES") Prediction("E8", "I4", "TAKING_MEDICINES") Prediction("E3", "I2", "OTHER") OccursIn("E3", "I2") OccursIn("E12", "I4") InstanceClass("I9", "PREPARING_MEAL") Prediction("E32", "I9", "PREPARING_MEAL") InstanceClass("I6", "OTHER") Prediction("E9", "I4", "TAKING_MEDICINES") OccursIn("E13", "I4") InstanceClass("I5", "OTHER") OccursIn("E29", "I5") OccursIn("E26", "Ie2") OccursIn("E4", "I2") OccursIn("E23", "I3") Prediction("E30", "I8", "OTHER") Prediction("E10", "I4", "TAKING_MEDICINES") Prediction("E33", "I9", "PREPARING_MEAL") OccursIn("E18", "I6") InstanceClass("I7", "OTHER") OccursIn("E8", "I4") Prediction("E13", "I4", "TAKING_MEDICINES") Prediction("E18", "I6", "OTHER") OccursIn("E9", "I4") Prediction("E5", "I2", "OTHER") OccursIn("E19", "I6") OccursIn("E30", "I8") Prediction("E7", "I3", "PREPARING_MEAL") OccursIn("E25", "I6") OccursIn("E31", "I8") OccursIn("E24", "Ie1") OccursIn("E10", "I4") OccursIn("E2", "I5") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E33", "I9") InstanceClass("I2", "OTHER") OccursIn("E16", "I5") OccursIn("E27", "Ie2") OccursIn("E1", "I5") InstanceClass("I8", "OTHER") OccursIn("E17", "I5") OccursIn("E32", "I9") InstanceClass("Ie3", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Overall precision: 0.5 Overall recall: 0.6666666666666666 Overall F1: 0.5714285714285715 Boundary error: 5.573116806057866% Start delta: 33.5 Duration delta: 33.5 (algo1) Boundary error: 215.7699688546823% (algo1) Start delta: 1565.0 (algo1) Duration delta: 2089.2 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.5263157894736842 Recall -> 1.0 F1 -> 0.6896551724137931 Activity: TAKING_MEDICINES Precision -> 0.8571428571428571 Recall -> 1.0 F1 -> 0.923076923076923 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.2857142857142857 F1 -> 0.4444444444444445 Overall precision: 0.6875 Overall recall: 0.6875 Overall F1: 0.6875 ------------------------ Evaluating: detectionsDump_2015-01-12.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID c738875e-1d6e-4d26-98d2-cb555905e846 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E14", "I4") OccursIn("E72", "I5") OccursIn("E26", "I4") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E41", "I7", "PREPARING_MEAL") Prediction("E3", "I2", "TAKING_MEDICINES") OccursIn("E65", "I5") OccursIn("E36", "I5") OccursIn("E78", "Ie3") Prediction("E29", "I6", "TAKING_MEDICINES") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") Prediction("E44", "I7", "PREPARING_MEAL") InstanceClass("I13", "OTHER") OccursIn("E43", "I7") OccursIn("E91", "I9") OccursIn("E29", "I6") Prediction("E64", "I7", "PREPARING_MEAL") Prediction("E15", "I3", "PREPARING_MEAL") Prediction("E89", "I13", "OTHER") OccursIn("E3", "I2") Prediction("E23", "I3", "PREPARING_MEAL") OccursIn("E92", "I13") Prediction("E38", "I6", "TAKING_MEDICINES") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E55", "I12") OccursIn("E34", "I7") Prediction("E70", "I7", "PREPARING_MEAL") OccursIn("E8", "I2") InstanceClass("I4", "EATING_MEAL") OccursIn("E41", "I7") OccursIn("E45", "I7") OccursIn("E53", "I11") InstanceClass("I6", "TAKING_MEDICINES") OccursIn("E68", "I8") OccursIn("E80", "I11") OccursIn("E38", "I6") Prediction("E94", "I13", "OTHER") OccursIn("E58", "I7") Prediction("E77", "I11", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E81", "I7") OccursIn("E21", "I4") OccursIn("E56", "I7") Prediction("E56", "I7", "PREPARING_MEAL") Prediction("E7", "I3", "PREPARING_MEAL") Prediction("E60", "I7", "PREPARING_MEAL") Prediction("E57", "I7", "PREPARING_MEAL") OccursIn("E82", "I11") OccursIn("E61", "I5") OccursIn("E32", "I5") Prediction("E2", "I1", "OTHER") OccursIn("E31", "I5") OccursIn("E47", "I5") InstanceClass("I12", "OTHER") OccursIn("E57", "I7") OccursIn("E13", "I4") OccursIn("E94", "I13") Prediction("E20", "I3", "PREPARING_MEAL") OccursIn("E46", "I7") OccursIn("E76", "I10") OccursIn("E50", "Ie2") Prediction("E73", "I9", "OTHER") Prediction("E86", "I13", "OTHER") OccursIn("E75", "I10") OccursIn("E70", "I7") OccursIn("E24", "I3") OccursIn("E37", "I5") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E67", "I8", "TAKING_MEDICINES") InstanceClass("I8", "TAKING_MEDICINES") Prediction("E1", "I1", "OTHER") OccursIn("E20", "I3") Prediction("E45", "I7", "PREPARING_MEAL") InstanceClass("I10", "OTHER") OccursIn("E7", "I3") Prediction("E75", "I10", "OTHER") OccursIn("E1", "I1") OccursIn("E89", "I13") Prediction("E93", "I13", "OTHER") OccursIn("E40", "I5") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E90", "I9") OccursIn("E25", "I5") OccursIn("E67", "I8") OccursIn("E73", "I9") InstanceClass("I9", "OTHER") OccursIn("E44", "I7") OccursIn("E86", "I13") InstanceClass("I5", "EATING_MEAL") OccursIn("E12", "I2") OccursIn("E64", "I7") Prediction("E24", "I3", "PREPARING_MEAL") OccursIn("E71", "I5") OccursIn("E27", "I10") OccursIn("E66", "I5") InstanceClass("Ie1", "EATING_MEAL") Prediction("E82", "I11", "PREPARING_MEAL") Prediction("E46", "I7", "PREPARING_MEAL") OccursIn("E74", "I9") OccursIn("E59", "I7") OccursIn("E23", "I3") OccursIn("E2", "I1") InstanceClass("I3", "PREPARING_MEAL") Prediction("E12", "I2", "TAKING_MEDICINES") Prediction("E88", "I13", "OTHER") OccursIn("E11", "I2") Prediction("E79", "I12", "OTHER") OccursIn("E42", "I7") OccursIn("E87", "I13") OccursIn("E62", "I5") OccursIn("E6", "I3") Prediction("E34", "I7", "PREPARING_MEAL") Prediction("E92", "I13", "OTHER") OccursIn("E93", "I13") OccursIn("E35", "I5") Prediction("E6", "I3", "PREPARING_MEAL") OccursIn("E48", "I5") OccursIn("E28", "I5") Prediction("E68", "I8", "TAKING_MEDICINES") OccursIn("E39", "I5") OccursIn("E15", "I3") Prediction("E69", "I7", "PREPARING_MEAL") OccursIn("E5", "I2") Prediction("E63", "I7", "PREPARING_MEAL") OccursIn("E69", "I7") Prediction("E42", "I7", "PREPARING_MEAL") OccursIn("E85", "I11") OccursIn("E49", "I7") Prediction("E76", "I10", "OTHER") Prediction("E85", "I11", "PREPARING_MEAL") OccursIn("E88", "I13") Prediction("E74", "I9", "OTHER") Prediction("E43", "I7", "PREPARING_MEAL") OccursIn("E30", "I5") OccursIn("E10", "I2") OccursIn("E54", "I12") Prediction("E33", "I7", "PREPARING_MEAL") Prediction("E4", "I2", "TAKING_MEDICINES") OccursIn("E63", "I7") OccursIn("E33", "I7") Prediction("E8", "I2", "TAKING_MEDICINES") Prediction("E49", "I7", "PREPARING_MEAL") OccursIn("E77", "I11") Prediction("E10", "I2", "TAKING_MEDICINES") Prediction("E87", "I13", "OTHER") OccursIn("E79", "I12") InstanceClass("I11", "PREPARING_MEAL") Prediction("E11", "I2", "TAKING_MEDICINES") OccursIn("E22", "I4") OccursIn("E60", "I7") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.4 Recall -> 0.3333333333333333 F1 -> 0.3636363636363636 Activity: TAKING_MEDICINES Precision -> 0.3333333333333333 Recall -> 0.5 F1 -> 0.4 Activity: EATING_MEAL Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.75 F1 -> 0.8571428571428571 Overall precision: 0.5714285714285714 Overall recall: 0.5714285714285714 Overall F1: 0.5714285714285714 Boundary error: 1766.1525792110658% Start delta: 1601.875 Duration delta: 2634.75 (algo1) Boundary error: 1648.9107008084436% (algo1) Start delta: 2676.4444444444443 (algo1) Duration delta: 4635.333333333333 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8421052631578947 Recall -> 0.5 F1 -> 0.6274509803921569 Activity: TAKING_MEDICINES Precision -> 0.6363636363636364 Recall -> 1.0 F1 -> 0.7777777777777778 Activity: EATING_MEAL Precision -> 0.25 Recall -> 0.75 F1 -> 0.375 Activity: PREPARING_MEAL Precision -> 0.8064516129032258 Recall -> 0.6578947368421053 F1 -> 0.7246376811594202 Overall precision: 0.6352941176470588 Overall recall: 0.6352941176470588 Overall F1: 0.6352941176470588 ------------------------ Evaluating: detectionsDump_2014-12-17.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID fe4ff564-da4b-479f-b4f0-cb804e455c80 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E23", "I2") InstanceClass("Ie2", "OTHER") OccursIn("E85", "I7") OccursIn("E76", "I8") OccursIn("E96", "Ie3") Prediction("E45", "I5", "PREPARING_MEAL") Prediction("E41", "I5", "PREPARING_MEAL") OccursIn("E40", "I6") InstanceClass("I1", "OTHER") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E69", "I7") OccursIn("E56", "I6") Prediction("E78", "I7", "PREPARING_MEAL") Prediction("E100", "I8", "OTHER") InstanceClass("Ie1", "PREPARING_MEAL") OccursIn("E31", "I6") OccursIn("E102", "I9") OccursIn("E48", "I5") Prediction("E72", "I7", "PREPARING_MEAL") OccursIn("E33", "I5") Prediction("E104", "I10", "TAKING_MEDICINES") Prediction("E12", "I3", "TAKING_MEDICINES") OccursIn("E11", "I3") OccursIn("E46", "I6") OccursIn("E50", "I6") InstanceClass("I4", "PREPARING_MEAL") OccursIn("E4", "Ie3") Prediction("E106", "I10", "TAKING_MEDICINES") OccursIn("E104", "I10") Prediction("E24", "I2", "OTHER") OccursIn("E107", "I10") Prediction("E59", "I5", "PREPARING_MEAL") Prediction("E65", "I8", "OTHER") Prediction("E103", "I8", "OTHER") OccursIn("E62", "I7") Prediction("E86", "I7", "PREPARING_MEAL") OccursIn("E93", "I7") Prediction("E79", "I8", "OTHER") OccursIn("E101", "I7") Prediction("E111", "I11", "OTHER") OccursIn("E110", "I11") OccursIn("E60", "I6") Prediction("E69", "I7", "PREPARING_MEAL") Prediction("E6", "I3", "TAKING_MEDICINES") OccursIn("E49", "I4") OccursIn("E36", "I6") Prediction("E82", "I7", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E79", "I8") OccursIn("E80", "I8") OccursIn("E98", "I8") Prediction("E17", "I2", "OTHER") Prediction("E73", "I7", "PREPARING_MEAL") OccursIn("E35", "I6") OccursIn("E52", "Ie1") OccursIn("E94", "Ie3") Prediction("E18", "I2", "OTHER") Prediction("E76", "I8", "OTHER") OccursIn("E61", "I6") OccursIn("E99", "I1") OccursIn("E63", "I7") OccursIn("E51", "I6") Prediction("E22", "I2", "OTHER") Prediction("E21", "I2", "OTHER") OccursIn("E58", "I5") OccursIn("E30", "I5") OccursIn("E74", "I7") Prediction("E80", "I8", "OTHER") OccursIn("E87", "I7") OccursIn("E41", "I5") Prediction("E66", "I7", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E22", "I2") InstanceClass("I2", "OTHER") Prediction("E1", "I1", "OTHER") OccursIn("E16", "Ie3") OccursIn("E71", "I7") OccursIn("E45", "I5") Prediction("E58", "I5", "PREPARING_MEAL") OccursIn("E6", "I3") OccursIn("E1", "I1") Prediction("E93", "I7", "PREPARING_MEAL") OccursIn("E55", "I5") InstanceClass("I8", "OTHER") Prediction("E81", "I8", "OTHER") OccursIn("E15", "Ie3") OccursIn("E57", "I6") OccursIn("E75", "I7") OccursIn("E66", "I7") OccursIn("E18", "I2") OccursIn("E86", "I7") InstanceClass("I6", "EATING_MEAL") OccursIn("E14", "I4") OccursIn("E82", "I7") OccursIn("E24", "I2") Prediction("E64", "I8", "OTHER") Prediction("E85", "I7", "PREPARING_MEAL") Prediction("E105", "I10", "TAKING_MEDICINES") OccursIn("E38", "I4") OccursIn("E77", "I7") Prediction("E77", "I7", "PREPARING_MEAL") Prediction("E30", "I5", "PREPARING_MEAL") Prediction("E74", "I7", "PREPARING_MEAL") OccursIn("E88", "Ie3") OccursIn("E21", "I2") Prediction("E71", "I7", "PREPARING_MEAL") OccursIn("E70", "I7") OccursIn("E2", "I1") InstanceClass("I3", "TAKING_MEDICINES") OccursIn("E106", "I10") Prediction("E98", "I8", "OTHER") InstanceClass("I11", "OTHER") OccursIn("E13", "I4") Prediction("E90", "I7", "PREPARING_MEAL") OccursIn("E47", "I6") Prediction("E62", "I7", "PREPARING_MEAL") OccursIn("E5", "I3") Prediction("E102", "I9", "PREPARING_MEAL") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E73", "I7") Prediction("E13", "I4", "PREPARING_MEAL") Prediction("E11", "I3", "TAKING_MEDICINES") OccursIn("E64", "I8") OccursIn("E39", "I6") Prediction("E42", "I5", "PREPARING_MEAL") Prediction("E5", "I3", "TAKING_MEDICINES") OccursIn("E53", "I6") Prediction("E109", "I10", "TAKING_MEDICINES") OccursIn("E32", "I6") OccursIn("E72", "I7") OccursIn("E25", "I5") OccursIn("E90", "I7") Prediction("E87", "I7", "PREPARING_MEAL") InstanceClass("I10", "TAKING_MEDICINES") OccursIn("E19", "I10") OccursIn("E17", "I2") OccursIn("E109", "I10") OccursIn("E43", "I5") Prediction("E34", "I5", "PREPARING_MEAL") OccursIn("E42", "I5") OccursIn("E54", "I6") OccursIn("E20", "I10") OccursIn("E59", "I5") OccursIn("E3", "Ie3") OccursIn("E103", "I8") Prediction("E25", "I5", "PREPARING_MEAL") OccursIn("E89", "Ie3") OccursIn("E100", "I8") OccursIn("E12", "I3") Prediction("E33", "I5", "PREPARING_MEAL") Prediction("E43", "I5", "PREPARING_MEAL") OccursIn("E65", "I8") OccursIn("E81", "I8") Prediction("E63", "I7", "PREPARING_MEAL") OccursIn("E111", "I11") OccursIn("E95", "Ie3") Prediction("E70", "I7", "PREPARING_MEAL") Prediction("E107", "I10", "TAKING_MEDICINES") InstanceClass("I7", "PREPARING_MEAL") Prediction("E14", "I4", "PREPARING_MEAL") Prediction("E75", "I7", "PREPARING_MEAL") Prediction("E23", "I2", "OTHER") OccursIn("E34", "I5") OccursIn("E37", "Ie3") OccursIn("E78", "I7") Prediction("E110", "I11", "OTHER") OccursIn("E105", "I10") OccursIn("E97", "Ie3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.25 Recall -> 0.25 F1 -> 0.25 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.6666666666666666 F1 -> 0.8 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Overall precision: 0.5833333333333334 Overall recall: 0.6363636363636364 Overall F1: 0.6086956521739131 Boundary error: 650.9066543053607% Start delta: 199.71428571428572 Duration delta: 5638.285714285715 (algo1) Boundary error: 1880.4406120220747% (algo1) Start delta: 4337.111111111111 (algo1) Duration delta: 6336.888888888889 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6 Recall -> 0.6666666666666666 F1 -> 0.631578947368421 Activity: TAKING_MEDICINES Precision -> 0.8181818181818182 Recall -> 0.8181818181818182 F1 -> 0.8181818181818182 Activity: EATING_MEAL Precision -> 0.5925925925925926 Recall -> 0.7272727272727273 F1 -> 0.6530612244897959 Activity: PREPARING_MEAL Precision -> 0.7837837837837838 Recall -> 0.6590909090909091 F1 -> 0.7160493827160493 Overall precision: 0.6947368421052632 Overall recall: 0.6947368421052632 Overall F1: 0.6947368421052632 ------------------------ Evaluating: detectionsDump_2014-12-22.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 68300589-c995-42dc-a8db-e9e3fe23935b complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db Prediction("E46", "I7", "OTHER") Prediction("E96", "I7", "OTHER") InstanceClass("I8", "PREPARING_MEAL") Prediction("E7", "I2", "TAKING_MEDICINES") Prediction("E95", "I7", "OTHER") OccursIn("E22", "I4") OccursIn("E71", "I8") OccursIn("E94", "Ie3") OccursIn("E23", "I8") InstanceClass("I7", "OTHER") OccursIn("E47", "I7") OccursIn("E15", "I4") OccursIn("E82", "I2") OccursIn("E7", "I2") Prediction("E10", "I3", "PREPARING_MEAL") OccursIn("E46", "I7") InstanceClass("I1", "PREPARING_MEAL") OccursIn("E80", "Ie1") OccursIn("E21", "I4") OccursIn("E88", "Ie2") OccursIn("E95", "I7") Prediction("E68", "I7", "OTHER") Prediction("E71", "I8", "PREPARING_MEAL") Prediction("E65", "I8", "PREPARING_MEAL") Prediction("E14", "I4", "PREPARING_MEAL") Prediction("E90", "I8", "PREPARING_MEAL") Prediction("E15", "I4", "PREPARING_MEAL") OccursIn("E3", "I2") OccursIn("E70", "I8") Prediction("E41", "I6", "OTHER") OccursIn("E72", "Ie3") OccursIn("E81", "I8") OccursIn("E66", "I8") Prediction("E25", "I4", "PREPARING_MEAL") Prediction("E30", "I4", "PREPARING_MEAL") Prediction("E8", "I2", "TAKING_MEDICINES") Prediction("E19", "I4", "PREPARING_MEAL") OccursIn("E13", "I4") OccursIn("E68", "I7") Prediction("E20", "I4", "PREPARING_MEAL") OccursIn("E4", "I2") Prediction("E98", "I9", "TAKING_MEDICINES") OccursIn("E24", "I3") OccursIn("E41", "I6") OccursIn("E93", "Ie3") InstanceClass("Ie2", "EATING_MEAL") OccursIn("E19", "I4") OccursIn("E25", "I4") OccursIn("E86", "I8") Prediction("E34", "I5", "OTHER") InstanceClass("I4", "PREPARING_MEAL") Prediction("E78", "I8", "PREPARING_MEAL") OccursIn("E11", "I3") Prediction("E39", "I6", "OTHER") OccursIn("E101", "I9") InstanceClass("I3", "PREPARING_MEAL") Prediction("E5", "I2", "TAKING_MEDICINES") OccursIn("E2", "I1") OccursIn("E34", "I5") OccursIn("E92", "I6") Prediction("E50", "I8", "PREPARING_MEAL") Prediction("E45", "I7", "OTHER") OccursIn("E89", "I8") Prediction("E81", "I8", "PREPARING_MEAL") OccursIn("E96", "I7") Prediction("E3", "I2", "TAKING_MEDICINES") OccursIn("E64", "I8") OccursIn("E50", "I8") Prediction("E48", "I8", "PREPARING_MEAL") InstanceClass("I5", "OTHER") OccursIn("E79", "Ie1") OccursIn("E78", "I8") Prediction("E11", "I3", "PREPARING_MEAL") OccursIn("E17", "I4") OccursIn("E9", "I2") Prediction("E53", "I8", "PREPARING_MEAL") Prediction("E12", "I4", "PREPARING_MEAL") OccursIn("E73", "Ie3") Prediction("E22", "I4", "PREPARING_MEAL") OccursIn("E42", "I6") OccursIn("E27", "I8") OccursIn("E85", "Ie2") OccursIn("E28", "I4") OccursIn("E67", "I8") Prediction("E86", "I8", "PREPARING_MEAL") OccursIn("E5", "I2") InstanceClass("I6", "OTHER") OccursIn("E14", "I4") OccursIn("E39", "I6") OccursIn("E53", "I8") Prediction("E89", "I8", "PREPARING_MEAL") Prediction("E17", "I4", "PREPARING_MEAL") OccursIn("E29", "I4") Prediction("E2", "I1", "PREPARING_MEAL") OccursIn("E91", "I6") Prediction("E4", "I2", "TAKING_MEDICINES") Prediction("E21", "I4", "PREPARING_MEAL") Prediction("E29", "I4", "PREPARING_MEAL") OccursIn("E26", "I8") InstanceClass("I9", "TAKING_MEDICINES") Prediction("E100", "I9", "TAKING_MEDICINES") OccursIn("E8", "I2") OccursIn("E30", "I4") OccursIn("E16", "I4") Prediction("E66", "I8", "PREPARING_MEAL") OccursIn("E74", "I8") OccursIn("E44", "I7") Prediction("E44", "I7", "OTHER") OccursIn("E33", "I4") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E84", "Ie2") Prediction("E47", "I7", "OTHER") OccursIn("E43", "I6") OccursIn("E100", "I9") OccursIn("E97", "I9") Prediction("E42", "I6", "OTHER") InstanceClass("Ie1", "OTHER") Prediction("E9", "I2", "TAKING_MEDICINES") OccursIn("E12", "I4") Prediction("E40", "I6", "OTHER") Prediction("E18", "I4", "PREPARING_MEAL") Prediction("E43", "I6", "OTHER") OccursIn("E45", "I7") Prediction("E67", "I8", "PREPARING_MEAL") Prediction("E97", "I9", "TAKING_MEDICINES") Prediction("E33", "I4", "PREPARING_MEAL") Prediction("E101", "I9", "TAKING_MEDICINES") OccursIn("E77", "I3") OccursIn("E20", "I4") OccursIn("E51", "Ie2") OccursIn("E87", "Ie2") Prediction("E16", "I4", "PREPARING_MEAL") OccursIn("E65", "I8") OccursIn("E90", "I8") Prediction("E13", "I4", "PREPARING_MEAL") OccursIn("E52", "Ie2") OccursIn("E83", "I2") Prediction("E1", "I1", "PREPARING_MEAL") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E69", "I7") OccursIn("E10", "I3") Prediction("E69", "I7", "OTHER") Prediction("E28", "I4", "PREPARING_MEAL") OccursIn("E1", "I1") OccursIn("E40", "I6") Prediction("E64", "I8", "PREPARING_MEAL") Prediction("E70", "I8", "PREPARING_MEAL") OccursIn("E18", "I4") OccursIn("E48", "I8") OccursIn("E98", "I9") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.3333333333333333 Recall -> 0.3333333333333333 F1 -> 0.3333333333333333 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Overall precision: 0.5454545454545454 Overall recall: 0.75 Overall F1: 0.631578947368421 Boundary error: 14.371142894378478% Start delta: 713.5 Duration delta: 714.1666666666666 (algo1) Boundary error: 44.449700040955726% (algo1) Start delta: 2744.8333333333335 (algo1) Duration delta: 2709.1666666666665 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.3888888888888889 Recall -> 0.7777777777777778 F1 -> 0.5185185185185185 Activity: TAKING_MEDICINES Precision -> 0.8333333333333334 Recall -> 1.0 F1 -> 0.9090909090909091 Activity: EATING_MEAL Precision -> 0.2 Recall -> 0.3333333333333333 F1 -> 0.25 Activity: PREPARING_MEAL Precision -> 0.95 Recall -> 0.6909090909090909 F1 -> 0.8 Overall precision: 0.7125 Overall recall: 0.7125 Overall F1: 0.7125 ------------------------ Evaluating: detectionsDump_2015-02-08.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 4410a2be-4f19-4284-aad7-4b6c43d61117 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db Prediction("E18", "I4", "PREPARING_MEAL") OccursIn("E23", "I3") OccursIn("E41", "I6") Prediction("E56", "I11", "PREPARING_MEAL") OccursIn("E16", "I3") OccursIn("E9", "I1") Prediction("E58", "I11", "PREPARING_MEAL") InstanceClass("I1", "OTHER") Prediction("E4", "I1", "OTHER") OccursIn("E22", "I3") Prediction("E62", "I11", "PREPARING_MEAL") Prediction("E5", "I1", "OTHER") OccursIn("E15", "I3") InstanceClass("Ie1", "OTHER") Prediction("E12", "I2", "OTHER") Prediction("E43", "I6", "OTHER") Prediction("E16", "I3", "OTHER") OccursIn("E3", "I1") OccursIn("E54", "Ie2") Prediction("E32", "I4", "PREPARING_MEAL") OccursIn("E26", "I3") Prediction("E52", "I9", "PREPARING_MEAL") Prediction("E36", "I5", "OTHER") Prediction("E28", "I3", "OTHER") OccursIn("E57", "I11") InstanceClass("Ie3", "PREPARING_MEAL") Prediction("E68", "I12", "TAKING_MEDICINES") OccursIn("E56", "I11") Prediction("E13", "I2", "OTHER") Prediction("E44", "I6", "OTHER") OccursIn("E27", "I3") InstanceClass("I8", "PREPARING_MEAL") OccursIn("E5", "I1") Prediction("E21", "I3", "OTHER") Prediction("E19", "I4", "PREPARING_MEAL") OccursIn("E20", "I4") Prediction("E55", "I11", "PREPARING_MEAL") OccursIn("E28", "I3") OccursIn("E12", "I2") Prediction("E17", "I4", "PREPARING_MEAL") Prediction("E65", "I12", "TAKING_MEDICINES") OccursIn("E64", "I12") OccursIn("E2", "I1") OccursIn("E29", "I3") Prediction("E30", "I3", "OTHER") OccursIn("E58", "I11") OccursIn("E37", "I5") Prediction("E70", "I11", "PREPARING_MEAL") Prediction("E34", "I4", "PREPARING_MEAL") InstanceClass("I3", "OTHER") OccursIn("E36", "I5") InstanceClass("I6", "OTHER") OccursIn("E14", "I2") OccursIn("E30", "I3") OccursIn("E62", "I11") Prediction("E46", "I6", "OTHER") Prediction("E48", "I7", "OTHER") OccursIn("E18", "I4") OccursIn("E11", "I2") OccursIn("E71", "I9") OccursIn("E69", "I12") Prediction("E23", "I3", "OTHER") Prediction("E47", "I7", "OTHER") OccursIn("E44", "I6") OccursIn("E47", "I7") OccursIn("E31", "I4") OccursIn("E68", "I12") InstanceClass("I2", "OTHER") Prediction("E37", "I5", "OTHER") OccursIn("E8", "I1") Prediction("E9", "I1", "OTHER") OccursIn("E52", "I9") Prediction("E42", "I6", "OTHER") InstanceClass("I9", "PREPARING_MEAL") Prediction("E11", "I2", "OTHER") Prediction("E2", "I1", "OTHER") OccursIn("E32", "I4") Prediction("E45", "I6", "OTHER") Prediction("E31", "I4", "PREPARING_MEAL") Prediction("E22", "I3", "OTHER") Prediction("E27", "I3", "OTHER") OccursIn("E33", "I4") OccursIn("E10", "I1") Prediction("E35", "I5", "OTHER") Prediction("E69", "I12", "TAKING_MEDICINES") OccursIn("E17", "I4") OccursIn("E34", "I4") OccursIn("E35", "I5") OccursIn("E4", "I1") OccursIn("E70", "I11") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E43", "I6") Prediction("E63", "I11", "PREPARING_MEAL") OccursIn("E45", "I6") Prediction("E20", "I4", "PREPARING_MEAL") Prediction("E57", "I11", "PREPARING_MEAL") OccursIn("E63", "I11") Prediction("E14", "I2", "OTHER") Prediction("E33", "I4", "PREPARING_MEAL") OccursIn("E53", "I8") OccursIn("E13", "I2") Prediction("E15", "I3", "OTHER") OccursIn("E21", "I3") InstanceClass("I7", "OTHER") Prediction("E10", "I1", "OTHER") OccursIn("E48", "I7") Prediction("E3", "I1", "OTHER") Prediction("E8", "I1", "OTHER") InstanceClass("I4", "PREPARING_MEAL") Prediction("E29", "I3", "OTHER") Prediction("E41", "I6", "OTHER") OccursIn("E42", "I6") OccursIn("E60", "I11") InstanceClass("I11", "PREPARING_MEAL") OccursIn("E55", "I11") Prediction("E64", "I12", "TAKING_MEDICINES") Prediction("E1", "I1", "OTHER") OccursIn("E65", "I12") OccursIn("E49", "I8") InstanceClass("I5", "OTHER") InstanceClass("I12", "TAKING_MEDICINES") OccursIn("E61", "Ie3") Prediction("E60", "I11", "PREPARING_MEAL") InstanceClass("I10", "PREPARING_MEAL") Prediction("E26", "I3", "OTHER") OccursIn("E46", "I6") OccursIn("E40", "I5") Prediction("E49", "I8", "PREPARING_MEAL") OccursIn("E1", "I1") OccursIn("E19", "I4") Prediction("E40", "I5", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Overall precision: 0.8181818181818182 Overall recall: 0.8181818181818182 Overall F1: 0.8181818181818182 Boundary error: 369.93957545187055% Start delta: 18.11111111111111 Duration delta: 451.1111111111111 (algo1) Boundary error: 302.67783446062134% (algo1) Start delta: 14.818181818181818 (algo1) Duration delta: 369.09090909090907 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.7647058823529411 Recall -> 0.9285714285714286 F1 -> 0.8387096774193549 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.9090909090909091 Recall -> 0.7142857142857143 F1 -> 0.8 Overall precision: 0.8333333333333334 Overall recall: 0.8333333333333334 Overall F1: 0.8333333333333334 ------------------------ Evaluating: detectionsDump_2015-01-13.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 611ed627-3d5b-4aee-b175-1e562c6a701c complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E21", "I3") InstanceClass("I10", "OTHER") OccursIn("E82", "I12") InstanceClass("I14", "TAKING_MEDICINES") OccursIn("E76", "Ie3") OccursIn("E47", "I10") OccursIn("E43", "I8") OccursIn("E44", "I9") Prediction("E65", "I13", "PREPARING_MEAL") OccursIn("E33", "I6") Prediction("E30", "I6", "TAKING_MEDICINES") Prediction("E35", "I6", "TAKING_MEDICINES") Prediction("E68", "I13", "PREPARING_MEAL") InstanceClass("I2", "OTHER") Prediction("E53", "I11", "PREPARING_MEAL") OccursIn("E23", "I6") InstanceClass("I11", "PREPARING_MEAL") Prediction("E13", "I2", "OTHER") Prediction("E71", "I13", "PREPARING_MEAL") Prediction("E43", "I8", "OTHER") OccursIn("E30", "I6") Prediction("E45", "I9", "OTHER") OccursIn("E34", "I6") OccursIn("E12", "I1") InstanceClass("I3", "OTHER") OccursIn("E19", "I3") InstanceClass("Ie3", "EATING_MEAL") Prediction("E26", "I3", "OTHER") OccursIn("E63", "I12") Prediction("E25", "I3", "OTHER") OccursIn("E67", "I13") OccursIn("E35", "I6") OccursIn("E65", "I13") OccursIn("E41", "I3") Prediction("E84", "I14", "TAKING_MEDICINES") Prediction("E39", "I3", "OTHER") OccursIn("E14", "I3") Prediction("E64", "I13", "PREPARING_MEAL") Prediction("E70", "I13", "PREPARING_MEAL") OccursIn("E18", "I3") Prediction("E51", "I11", "PREPARING_MEAL") Prediction("E79", "I12", "OTHER") Prediction("E36", "I3", "OTHER") OccursIn("E27", "I3") Prediction("E19", "I3", "OTHER") InstanceClass("I4", "TAKING_MEDICINES") InstanceClass("Ie2", "OTHER") OccursIn("E68", "I13") OccursIn("E77", "I12") OccursIn("E36", "I3") OccursIn("E61", "I11") InstanceClass("I9", "OTHER") Prediction("E81", "I12", "OTHER") OccursIn("E42", "I8") InstanceClass("I1", "PREPARING_MEAL") OccursIn("E51", "I11") OccursIn("E71", "I13") OccursIn("E37", "I3") OccursIn("E38", "I3") OccursIn("E16", "I4") Prediction("E46", "I10", "OTHER") OccursIn("E25", "I3") Prediction("E34", "I6", "TAKING_MEDICINES") OccursIn("E80", "Ie3") Prediction("E48", "I11", "PREPARING_MEAL") Prediction("E54", "I11", "PREPARING_MEAL") OccursIn("E39", "I3") Prediction("E16", "I4", "TAKING_MEDICINES") InstanceClass("I6", "TAKING_MEDICINES") Prediction("E17", "I4", "TAKING_MEDICINES") OccursIn("E83", "I14") OccursIn("E54", "I11") OccursIn("E46", "I10") OccursIn("E70", "I13") Prediction("E18", "I3", "OTHER") OccursIn("E40", "I3") OccursIn("E22", "I6") OccursIn("E79", "I12") Prediction("E83", "I14", "TAKING_MEDICINES") Prediction("E62", "I12", "OTHER") Prediction("E77", "I12", "OTHER") OccursIn("E15", "I3") Prediction("E38", "I3", "OTHER") Prediction("E63", "I12", "OTHER") Prediction("E42", "I8", "OTHER") OccursIn("E84", "I14") Prediction("E66", "I13", "PREPARING_MEAL") Prediction("E27", "I3", "OTHER") OccursIn("E13", "I2") Prediction("E12", "I1", "PREPARING_MEAL") OccursIn("E45", "I9") Prediction("E52", "I11", "PREPARING_MEAL") Prediction("E74", "I13", "PREPARING_MEAL") OccursIn("E20", "I5") Prediction("E67", "I13", "PREPARING_MEAL") OccursIn("E29", "I12") OccursIn("E74", "I13") Prediction("E23", "I6", "TAKING_MEDICINES") OccursIn("E52", "I11") InstanceClass("I8", "OTHER") Prediction("E24", "I3", "OTHER") Prediction("E14", "I3", "OTHER") OccursIn("E62", "I12") Prediction("E47", "I10", "OTHER") OccursIn("E78", "I12") Prediction("E44", "I9", "OTHER") Prediction("E1", "I1", "PREPARING_MEAL") OccursIn("E69", "I13") InstanceClass("I13", "PREPARING_MEAL") OccursIn("E64", "I13") Prediction("E61", "I11", "PREPARING_MEAL") OccursIn("E24", "I3") InstanceClass("Ie1", "OTHER") OccursIn("E81", "I12") InstanceClass("I5", "OTHER") Prediction("E82", "I12", "OTHER") Prediction("E37", "I3", "OTHER") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E28", "I12") Prediction("E69", "I13", "PREPARING_MEAL") OccursIn("E53", "I11") InstanceClass("I12", "OTHER") OccursIn("E17", "I4") Prediction("E33", "I6", "TAKING_MEDICINES") OccursIn("E1", "I1") Prediction("E22", "I6", "TAKING_MEDICINES") OccursIn("E75", "Ie3") Prediction("E15", "I3", "OTHER") Prediction("E78", "I12", "OTHER") OccursIn("E66", "I13") OccursIn("E48", "I11") OccursIn("E26", "I3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.7142857142857143 Recall -> 0.7142857142857143 F1 -> 0.7142857142857143 Activity: TAKING_MEDICINES Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Overall precision: 0.5714285714285714 Overall recall: 0.8 Overall F1: 0.6666666666666666 Boundary error: 653.1097776586311% Start delta: 138.125 Duration delta: 1175.125 (algo1) Boundary error: 678.3168619123389% (algo1) Start delta: 1482.875 (algo1) Duration delta: 2908.75 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.84375 Recall -> 0.6923076923076923 F1 -> 0.7605633802816902 Activity: TAKING_MEDICINES Precision -> 0.6 Recall -> 1.0 F1 -> 0.7499999999999999 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 0.25 F1 -> 0.28571428571428575 Activity: PREPARING_MEAL Precision -> 0.5294117647058824 Recall -> 0.6923076923076923 F1 -> 0.5999999999999999 Overall precision: 0.6935483870967742 Overall recall: 0.6935483870967742 Overall F1: 0.6935483870967742 ------------------------ Evaluating: detectionsDump_2014-11-20.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 59e131c6-e2a0-4ae0-868c-0d8c62e447e9 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E20", "I5") Prediction("E46", "I6", "OTHER") Prediction("E9", "I2", "OTHER") OccursIn("E39", "Ie1") OccursIn("E62", "I8") Prediction("E3", "I2", "OTHER") OccursIn("E54", "I5") OccursIn("E55", "I7") Prediction("E19", "I4", "TAKING_MEDICINES") Prediction("E54", "I5", "PREPARING_MEAL") OccursIn("E60", "I7") Prediction("E36", "I5", "PREPARING_MEAL") OccursIn("E25", "I5") OccursIn("E78", "I10") OccursIn("E11", "I4") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") OccursIn("E38", "I5") Prediction("E30", "I6", "OTHER") OccursIn("E19", "I4") Prediction("E13", "I4", "TAKING_MEDICINES") OccursIn("E6", "Ie3") Prediction("E57", "I7", "OTHER") OccursIn("E3", "I2") Prediction("E74", "I8", "OTHER") OccursIn("E53", "I5") OccursIn("E70", "I8") OccursIn("E56", "I7") Prediction("E33", "I5", "PREPARING_MEAL") OccursIn("E37", "I5") Prediction("E27", "I6", "OTHER") OccursIn("E68", "I8") Prediction("E68", "I8", "OTHER") Prediction("E49", "I5", "PREPARING_MEAL") OccursIn("E36", "I5") OccursIn("E26", "I6") OccursIn("E10", "I4") OccursIn("E58", "I7") OccursIn("E63", "I9") OccursIn("E75", "I8") Prediction("E62", "I8", "OTHER") OccursIn("E35", "I5") OccursIn("E27", "I6") OccursIn("E51", "Ie1") OccursIn("E8", "Ie1") InstanceClass("I3", "PREPARING_MEAL") OccursIn("E17", "I5") Prediction("E75", "I8", "OTHER") Prediction("E18", "I4", "TAKING_MEDICINES") Prediction("E10", "I4", "TAKING_MEDICINES") OccursIn("E2", "I1") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E28", "I6") OccursIn("E34", "I5") Prediction("E72", "I8", "OTHER") Prediction("E11", "I4", "TAKING_MEDICINES") OccursIn("E52", "Ie1") InstanceClass("Ie2", "OTHER") Prediction("E56", "I7", "OTHER") OccursIn("E9", "I2") Prediction("E79", "I10", "TAKING_MEDICINES") Prediction("E60", "I7", "OTHER") OccursIn("E29", "I6") Prediction("E17", "I5", "PREPARING_MEAL") OccursIn("E49", "I5") Prediction("E12", "I4", "TAKING_MEDICINES") Prediction("E77", "I10", "TAKING_MEDICINES") Prediction("E37", "I5", "PREPARING_MEAL") Prediction("E25", "I5", "PREPARING_MEAL") Prediction("E47", "I5", "PREPARING_MEAL") OccursIn("E13", "I4") Prediction("E14", "I5", "PREPARING_MEAL") OccursIn("E50", "I5") OccursIn("E76", "I8") Prediction("E29", "I6", "OTHER") Prediction("E65", "I8", "OTHER") OccursIn("E31", "I5") OccursIn("E69", "I8") OccursIn("E30", "I6") Prediction("E32", "I5", "PREPARING_MEAL") OccursIn("E61", "I8") Prediction("E70", "I8", "OTHER") OccursIn("E73", "I8") Prediction("E67", "I8", "OTHER") Prediction("E2", "I1", "OTHER") OccursIn("E32", "I5") OccursIn("E45", "I6") Prediction("E20", "I5", "PREPARING_MEAL") OccursIn("E65", "I8") OccursIn("E47", "I5") Prediction("E53", "I5", "PREPARING_MEAL") OccursIn("E5", "I3") Prediction("E61", "I8", "OTHER") OccursIn("E46", "I6") OccursIn("E66", "I8") OccursIn("E72", "I8") Prediction("E5", "I3", "PREPARING_MEAL") OccursIn("E48", "I5") OccursIn("E12", "I4") OccursIn("E33", "I5") InstanceClass("I8", "OTHER") Prediction("E35", "I5", "PREPARING_MEAL") InstanceClass("I10", "TAKING_MEDICINES") OccursIn("E43", "Ie2") InstanceClass("I6", "OTHER") InstanceClass("I9", "OTHER") Prediction("E50", "I5", "PREPARING_MEAL") Prediction("E78", "I10", "TAKING_MEDICINES") Prediction("E26", "I6", "OTHER") OccursIn("E44", "Ie2") Prediction("E73", "I8", "OTHER") Prediction("E58", "I7", "OTHER") Prediction("E34", "I5", "PREPARING_MEAL") OccursIn("E71", "I8") InstanceClass("I4", "TAKING_MEDICINES") OccursIn("E64", "I9") Prediction("E28", "I6", "OTHER") OccursIn("E18", "I4") InstanceClass("I7", "OTHER") Prediction("E48", "I5", "PREPARING_MEAL") InstanceClass("Ie3", "OTHER") OccursIn("E67", "I8") OccursIn("E77", "I10") Prediction("E59", "I7", "OTHER") Prediction("E4", "I2", "OTHER") Prediction("E69", "I8", "OTHER") OccursIn("E57", "I7") InstanceClass("I2", "OTHER") Prediction("E38", "I5", "PREPARING_MEAL") OccursIn("E42", "I2") Prediction("E31", "I5", "PREPARING_MEAL") Prediction("E66", "I8", "OTHER") Prediction("E1", "I1", "OTHER") Prediction("E45", "I6", "OTHER") OccursIn("E74", "I8") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E41", "I2") Prediction("E71", "I8", "OTHER") OccursIn("E7", "Ie1") Prediction("E76", "I8", "OTHER") OccursIn("E79", "I10") OccursIn("E1", "I1") Prediction("E55", "I7", "OTHER") OccursIn("E40", "Ie1") OccursIn("E59", "I7") OccursIn("E14", "I5") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.6363636363636364 Overall recall: 1.0 Overall F1: 0.7777777777777778 Boundary error: 84.97976072840203% Start delta: 1824.2857142857142 Duration delta: 2557.714285714286 (algo1) Boundary error: 81.493457876116% (algo1) Start delta: 1417.625 (algo1) Duration delta: 2750.875 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.8717948717948718 Recall -> 0.7555555555555555 F1 -> 0.8095238095238095 Activity: TAKING_MEDICINES Precision -> 0.7777777777777778 Recall -> 1.0 F1 -> 0.8750000000000001 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.631578947368421 Recall -> 0.631578947368421 F1 -> 0.631578947368421 Overall precision: 0.7534246575342466 Overall recall: 0.7534246575342466 Overall F1: 0.7534246575342466 ------------------------ Evaluating: detectionsDump_2014-10-30.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID b3c0d07d-0673-416f-8f7c-d3139d647d7a complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db Prediction("E25", "I5", "OTHER") OccursIn("E21", "I4") Prediction("E32", "I6", "PREPARING_MEAL") OccursIn("E72", "Ie3") OccursIn("E50", "I9") Prediction("E11", "I2", "TAKING_MEDICINES") OccursIn("E20", "I4") Prediction("E58", "I10", "TAKING_MEDICINES") OccursIn("E35", "I6") OccursIn("E7", "I1") InstanceClass("I3", "PREPARING_MEAL") InstanceClass("I1", "OTHER") OccursIn("E14", "I2") OccursIn("E37", "Ie3") Prediction("E4", "I1", "OTHER") OccursIn("E36", "Ie3") Prediction("E5", "I1", "OTHER") OccursIn("E3", "I1") OccursIn("E25", "I5") OccursIn("E51", "I8") OccursIn("E23", "I5") InstanceClass("I7", "TAKING_MEDICINES") Prediction("E54", "I9", "PREPARING_MEAL") OccursIn("E11", "I2") OccursIn("E65", "I10") Prediction("E43", "I7", "TAKING_MEDICINES") OccursIn("E55", "I9") OccursIn("E53", "I9") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E31", "I6") InstanceClass("I9", "PREPARING_MEAL") Prediction("E28", "I6", "PREPARING_MEAL") OccursIn("E5", "I1") OccursIn("E49", "I9") OccursIn("E63", "I11") InstanceClass("Ie2", "OTHER") OccursIn("E40", "I12") OccursIn("E56", "I8") OccursIn("E2", "I1") Prediction("E55", "I9", "PREPARING_MEAL") Prediction("E35", "I6", "PREPARING_MEAL") InstanceClass("I5", "OTHER") OccursIn("E41", "I12") Prediction("E46", "I9", "PREPARING_MEAL") Prediction("E38", "I6", "PREPARING_MEAL") Prediction("E49", "I9", "PREPARING_MEAL") OccursIn("E10", "I2") OccursIn("E67", "I12") OccursIn("E27", "I6") Prediction("E65", "I10", "TAKING_MEDICINES") OccursIn("E32", "I6") Prediction("E63", "I11", "PREPARING_MEAL") OccursIn("E9", "I2") Prediction("E31", "I6", "PREPARING_MEAL") Prediction("E12", "I2", "TAKING_MEDICINES") OccursIn("E70", "I10") OccursIn("E64", "I11") OccursIn("E16", "I3") Prediction("E22", "I5", "OTHER") OccursIn("E43", "I7") Prediction("E13", "I2", "TAKING_MEDICINES") Prediction("E19", "I4", "OTHER") OccursIn("E24", "I5") Prediction("E14", "I2", "TAKING_MEDICINES") InstanceClass("I4", "OTHER") OccursIn("E6", "I1") OccursIn("E28", "I6") Prediction("E53", "I9", "PREPARING_MEAL") OccursIn("E68", "I12") Prediction("E7", "I1", "OTHER") InstanceClass("I10", "TAKING_MEDICINES") Prediction("E50", "I9", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E13", "I2") OccursIn("E22", "I5") InstanceClass("I11", "PREPARING_MEAL") Prediction("E70", "I10", "TAKING_MEDICINES") OccursIn("E8", "I1") OccursIn("E46", "I9") OccursIn("E60", "I11") Prediction("E9", "I2", "TAKING_MEDICINES") Prediction("E27", "I6", "PREPARING_MEAL") Prediction("E24", "I5", "OTHER") OccursIn("E4", "I1") Prediction("E60", "I11", "PREPARING_MEAL") OccursIn("E47", "I8") Prediction("E23", "I5", "OTHER") OccursIn("E38", "I6") Prediction("E21", "I4", "OTHER") OccursIn("E12", "I2") InstanceClass("I12", "EATING_MEAL") Prediction("E42", "I7", "TAKING_MEDICINES") OccursIn("E59", "I11") Prediction("E16", "I3", "PREPARING_MEAL") OccursIn("E26", "I5") OccursIn("E48", "I8") OccursIn("E58", "I10") Prediction("E59", "I11", "PREPARING_MEAL") Prediction("E69", "I10", "TAKING_MEDICINES") InstanceClass("I8", "EATING_MEAL") Prediction("E8", "I1", "OTHER") OccursIn("E44", "I8") Prediction("E3", "I1", "OTHER") Prediction("E6", "I1", "OTHER") InstanceClass("Ie1", "PREPARING_MEAL") OccursIn("E57", "I8") Prediction("E66", "I10", "TAKING_MEDICINES") Prediction("E29", "I6", "PREPARING_MEAL") OccursIn("E61", "Ie1") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E19", "I4") OccursIn("E42", "I7") OccursIn("E45", "I8") OccursIn("E66", "I10") OccursIn("E52", "I8") Prediction("E20", "I4", "OTHER") OccursIn("E69", "I10") OccursIn("E18", "Ie3") Prediction("E1", "I1", "OTHER") OccursIn("E29", "I6") OccursIn("E15", "I3") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E62", "I11") OccursIn("E71", "Ie3") Prediction("E39", "I6", "PREPARING_MEAL") Prediction("E64", "I11", "PREPARING_MEAL") OccursIn("E17", "Ie3") OccursIn("E1", "I1") Prediction("E15", "I3", "PREPARING_MEAL") OccursIn("E39", "I6") Prediction("E26", "I5", "OTHER") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E54", "I9") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.75 F1 -> 0.8571428571428571 Activity: TAKING_MEDICINES Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: EATING_MEAL Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Overall precision: 0.6923076923076923 Overall recall: 0.8181818181818182 Overall F1: 0.7500000000000001 Boundary error: 481.24396587895603% Start delta: 139.44444444444446 Duration delta: 7617.222222222223 (algo1) Boundary error: 293.645258287897% (algo1) Start delta: 3477.818181818182 (algo1) Duration delta: 4431.818181818182 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.5925925925925926 F1 -> 0.7441860465116279 Activity: TAKING_MEDICINES Precision -> 0.46153846153846156 Recall -> 1.0 F1 -> 0.631578947368421 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 1.0 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.9545454545454546 Recall -> 0.7 F1 -> 0.8076923076923077 Overall precision: 0.7101449275362319 Overall recall: 0.7101449275362319 Overall F1: 0.7101449275362319 ------------------------ Evaluating: detectionsDump_2014-12-10.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID c82a3658-4d7e-4f1f-9b92-9b6760c059ea complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E16", "I2") OccursIn("E75", "I7") Prediction("E87", "I7", "PREPARING_MEAL") OccursIn("E35", "Ie3") OccursIn("E87", "I7") OccursIn("E67", "I5") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E80", "I7") OccursIn("E102", "I8") InstanceClass("Ie1", "OTHER") OccursIn("E7", "I3") Prediction("E10", "I3", "TAKING_MEDICINES") OccursIn("E43", "I2") InstanceClass("I1", "PREPARING_MEAL") OccursIn("E44", "Ie3") OccursIn("E26", "I8") OccursIn("E94", "I8") Prediction("E73", "I6", "PREPARING_MEAL") Prediction("E6", "I3", "TAKING_MEDICINES") InstanceClass("I5", "OTHER") OccursIn("E42", "I2") OccursIn("E14", "I3") Prediction("E78", "I7", "PREPARING_MEAL") OccursIn("E27", "I7") Prediction("E3", "I2", "PREPARING_MEAL") Prediction("E37", "I2", "PREPARING_MEAL") Prediction("E66", "I5", "OTHER") OccursIn("E95", "I7") Prediction("E96", "I7", "PREPARING_MEAL") OccursIn("E74", "I6") InstanceClass("I7", "PREPARING_MEAL") OccursIn("E41", "I3") InstanceClass("Ie2", "PREPARING_MEAL") InstanceClass("I4", "EATING_MEAL") Prediction("E90", "I7", "PREPARING_MEAL") Prediction("E36", "I2", "PREPARING_MEAL") Prediction("E69", "I5", "OTHER") OccursIn("E78", "I7") OccursIn("E5", "I2") Prediction("E79", "I7", "PREPARING_MEAL") OccursIn("E38", "I2") OccursIn("E22", "I4") Prediction("E9", "I3", "TAKING_MEDICINES") OccursIn("E11", "I3") OccursIn("E24", "I6") Prediction("E95", "I7", "PREPARING_MEAL") InstanceClass("I3", "TAKING_MEDICINES") OccursIn("E88", "I6") OccursIn("E37", "I2") OccursIn("E3", "I2") Prediction("E42", "I2", "PREPARING_MEAL") Prediction("E7", "I3", "TAKING_MEDICINES") OccursIn("E72", "I5") OccursIn("E13", "I3") OccursIn("E31", "I4") OccursIn("E82", "Ie2") OccursIn("E66", "I5") OccursIn("E69", "I5") Prediction("E86", "I7", "PREPARING_MEAL") OccursIn("E101", "I8") Prediction("E11", "I3", "TAKING_MEDICINES") Prediction("E12", "I3", "TAKING_MEDICINES") Prediction("E75", "I7", "PREPARING_MEAL") OccursIn("E9", "I3") Prediction("E13", "I3", "TAKING_MEDICINES") OccursIn("E33", "I4") OccursIn("E68", "Ie1") Prediction("E16", "I2", "PREPARING_MEAL") Prediction("E65", "I5", "OTHER") OccursIn("E91", "I8") OccursIn("E6", "I3") OccursIn("E98", "I8") OccursIn("E81", "Ie2") Prediction("E103", "I7", "PREPARING_MEAL") OccursIn("E65", "I5") OccursIn("E19", "I1") Prediction("E15", "I3", "TAKING_MEDICINES") Prediction("E70", "I5", "OTHER") OccursIn("E8", "I3") InstanceClass("Ie3", "EATING_MEAL") Prediction("E80", "I7", "PREPARING_MEAL") Prediction("E72", "I5", "OTHER") Prediction("E8", "I3", "TAKING_MEDICINES") Prediction("E74", "I6", "PREPARING_MEAL") OccursIn("E36", "I2") OccursIn("E92", "Ie1") OccursIn("E90", "I7") Prediction("E43", "I2", "PREPARING_MEAL") OccursIn("E15", "I3") OccursIn("E99", "I5") OccursIn("E85", "I7") Prediction("E5", "I2", "PREPARING_MEAL") OccursIn("E97", "I8") InstanceClass("I8", "EATING_MEAL") OccursIn("E70", "I5") OccursIn("E83", "I4") OccursIn("E64", "I4") Prediction("E2", "I1", "PREPARING_MEAL") OccursIn("E12", "I3") OccursIn("E20", "I7") OccursIn("E89", "I8") OccursIn("E2", "I1") Prediction("E85", "I7", "PREPARING_MEAL") OccursIn("E93", "I8") OccursIn("E63", "I4") OccursIn("E73", "I6") OccursIn("E23", "I2") OccursIn("E84", "Ie1") OccursIn("E30", "Ie3") Prediction("E1", "I1", "PREPARING_MEAL") OccursIn("E62", "I4") OccursIn("E79", "I7") OccursIn("E34", "Ie3") Prediction("E14", "I3", "TAKING_MEDICINES") OccursIn("E100", "Ie3") Prediction("E71", "I5", "OTHER") OccursIn("E71", "I5") OccursIn("E86", "I7") OccursIn("E10", "I3") OccursIn("E1", "I1") OccursIn("E96", "I7") InstanceClass("I2", "PREPARING_MEAL") OccursIn("E103", "I7") OccursIn("E25", "Ie3") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 0.5 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 0.6666666666666666 F1 -> 0.5714285714285715 Overall precision: 0.5555555555555556 Overall recall: 0.625 Overall F1: 0.5882352941176471 Boundary error: 628.7687966777027% Start delta: 2060.0 Duration delta: 7223.2 (algo1) Boundary error: 3946.058400658991% (algo1) Start delta: 1382.4 (algo1) Duration delta: 5665.4 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.9090909090909091 Recall -> 0.4166666666666667 F1 -> 0.5714285714285715 Activity: TAKING_MEDICINES Precision -> 0.9090909090909091 Recall -> 1.0 F1 -> 0.9523809523809523 Activity: EATING_MEAL Precision -> 0.13636363636363635 Recall -> 1.0 F1 -> 0.24000000000000002 Activity: PREPARING_MEAL Precision -> 0.7741935483870968 Recall -> 0.631578947368421 F1 -> 0.6956521739130435 Overall precision: 0.6266666666666667 Overall recall: 0.6266666666666667 Overall F1: 0.6266666666666667 ------------------------ Evaluating: detectionsDump_2015-01-29.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID d079c03a-73f9-48d4-a47c-6458b50dffa6 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E15", "I2") Prediction("E56", "I6", "TAKING_MEDICINES") Prediction("E7", "I2", "PREPARING_MEAL") Prediction("E50", "I4", "OTHER") Prediction("E14", "I2", "PREPARING_MEAL") OccursIn("E59", "I4") OccursIn("E33", "I3") Prediction("E33", "I3", "OTHER") Prediction("E37", "I3", "OTHER") Prediction("E52", "I6", "TAKING_MEDICINES") OccursIn("E41", "I2") Prediction("E19", "I2", "PREPARING_MEAL") Prediction("E3", "I2", "PREPARING_MEAL") Prediction("E2", "I1", "OTHER") OccursIn("E34", "I2") OccursIn("E6", "I2") InstanceClass("I1", "OTHER") OccursIn("E40", "I3") OccursIn("E7", "I2") InstanceClass("I6", "TAKING_MEDICINES") Prediction("E45", "I4", "OTHER") Prediction("E41", "I2", "PREPARING_MEAL") OccursIn("E45", "I4") OccursIn("E35", "I2") Prediction("E36", "I3", "OTHER") Prediction("E40", "I3", "OTHER") OccursIn("E58", "I4") OccursIn("E44", "Ie1") OccursIn("E3", "I2") OccursIn("E39", "I3") Prediction("E43", "I4", "OTHER") OccursIn("E13", "I2") Prediction("E53", "I6", "TAKING_MEDICINES") OccursIn("E50", "I4") OccursIn("E56", "I6") OccursIn("E25", "I4") Prediction("E34", "I2", "PREPARING_MEAL") OccursIn("E38", "I3") OccursIn("E14", "I2") OccursIn("E53", "I6") InstanceClass("Ie2", "PREPARING_MEAL") OccursIn("E48", "I5") Prediction("E49", "I4", "OTHER") Prediction("E22", "I2", "PREPARING_MEAL") OccursIn("E16", "Ie2") Prediction("E21", "I2", "PREPARING_MEAL") Prediction("E39", "I3", "OTHER") OccursIn("E37", "I3") OccursIn("E43", "I4") Prediction("E20", "I2", "PREPARING_MEAL") InstanceClass("I3", "OTHER") OccursIn("E52", "I6") OccursIn("E10", "Ie2") OccursIn("E21", "I2") OccursIn("E29", "I3") Prediction("E8", "I2", "PREPARING_MEAL") OccursIn("E18", "Ie3") OccursIn("E2", "I1") InstanceClass("Ie1", "OTHER") OccursIn("E36", "I3") OccursIn("E28", "I5") Prediction("E35", "I2", "PREPARING_MEAL") OccursIn("E23", "Ie3") OccursIn("E22", "I2") Prediction("E13", "I2", "PREPARING_MEAL") OccursIn("E57", "I6") OccursIn("E11", "Ie2") Prediction("E55", "I6", "TAKING_MEDICINES") Prediction("E6", "I2", "PREPARING_MEAL") OccursIn("E30", "I3") OccursIn("E51", "I6") InstanceClass("I2", "PREPARING_MEAL") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E12", "I2") OccursIn("E17", "Ie3") Prediction("E38", "I3", "OTHER") Prediction("E51", "I6", "TAKING_MEDICINES") Prediction("E1", "I1", "OTHER") InstanceClass("I4", "OTHER") Prediction("E57", "I6", "TAKING_MEDICINES") Prediction("E9", "I2", "PREPARING_MEAL") Prediction("E58", "I4", "OTHER") OccursIn("E8", "I2") OccursIn("E47", "I5") OccursIn("E9", "I2") Prediction("E59", "I4", "OTHER") OccursIn("E31", "I6") OccursIn("E19", "I2") OccursIn("E55", "I6") OccursIn("E49", "I4") OccursIn("E24", "Ie3") OccursIn("E1", "I1") OccursIn("E32", "I3") InstanceClass("I5", "OTHER") OccursIn("E42", "I2") Prediction("E42", "I2", "PREPARING_MEAL") Prediction("E12", "I2", "PREPARING_MEAL") OccursIn("E46", "I6") Prediction("E32", "I3", "OTHER") OccursIn("E20", "I2") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6 Recall -> 1.0 F1 -> 0.7499999999999999 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Overall precision: 0.75 Overall recall: 1.0 Overall F1: 0.8571428571428571 Boundary error: 182.76608959100727% Start delta: 1053.6666666666667 Duration delta: 2172.1666666666665 (algo1) Boundary error: 84.23463885703339% (algo1) Start delta: 201.8 (algo1) Duration delta: 2390.2 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.6470588235294118 F1 -> 0.7857142857142858 Activity: TAKING_MEDICINES Precision -> 0.75 Recall -> 1.0 F1 -> 0.8571428571428571 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.6 Recall -> 1.0 F1 -> 0.7499999999999999 Overall precision: 0.7777777777777778 Overall recall: 0.7777777777777778 Overall F1: 0.7777777777777778 ------------------------ Evaluating: detectionsDump_2014-12-21.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 0ae17e97-5b0d-4568-9068-726a2bc9fdfe complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E18", "I3") OccursIn("E64", "I7") Prediction("E80", "I9", "PREPARING_MEAL") Prediction("E77", "I9", "PREPARING_MEAL") Prediction("E87", "I12", "TAKING_MEDICINES") Prediction("E34", "I4", "TAKING_MEDICINES") OccursIn("E11", "I12") OccursIn("E6", "I1") InstanceClass("I1", "OTHER") Prediction("E29", "I4", "TAKING_MEDICINES") OccursIn("E34", "I4") OccursIn("E2", "I1") OccursIn("E56", "I2") OccursIn("E32", "I4") Prediction("E48", "I6", "OTHER") OccursIn("E27", "I4") Prediction("E8", "I1", "OTHER") Prediction("E71", "I9", "PREPARING_MEAL") OccursIn("E58", "I2") Prediction("E84", "I11", "OTHER") OccursIn("E10", "I1") OccursIn("E59", "I6") Prediction("E26", "I1", "OTHER") InstanceClass("I4", "TAKING_MEDICINES") InstanceClass("Ie3", "OTHER") OccursIn("E46", "I7") Prediction("E75", "I10", "OTHER") Prediction("E47", "I7", "PREPARING_MEAL") OccursIn("E49", "I6") OccursIn("E85", "I12") OccursIn("E74", "I9") OccursIn("E22", "I1") Prediction("E36", "I5", "OTHER") Prediction("E64", "I7", "PREPARING_MEAL") OccursIn("E43", "I6") Prediction("E68", "I8", "PREPARING_MEAL") OccursIn("E5", "I1") OccursIn("E45", "I7") Prediction("E6", "I1", "OTHER") OccursIn("E67", "I8") OccursIn("E78", "I9") Prediction("E67", "I8", "PREPARING_MEAL") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E36", "I5") InstanceClass("I6", "OTHER") Prediction("E93", "I11", "OTHER") OccursIn("E52", "I6") OccursIn("E37", "I6") InstanceClass("I12", "TAKING_MEDICINES") Prediction("E37", "I6", "OTHER") OccursIn("E54", "I6") Prediction("E70", "I9", "PREPARING_MEAL") OccursIn("E81", "I11") OccursIn("E17", "I3") Prediction("E10", "I1", "OTHER") OccursIn("E3", "I11") Prediction("E7", "I1", "OTHER") Prediction("E52", "I6", "OTHER") Prediction("E2", "I1", "OTHER") Prediction("E5", "I1", "OTHER") InstanceClass("I8", "PREPARING_MEAL") Prediction("E76", "I10", "OTHER") OccursIn("E25", "I1") OccursIn("E92", "I13") OccursIn("E29", "I4") Prediction("E65", "I7", "PREPARING_MEAL") OccursIn("E60", "I2") OccursIn("E48", "I6") Prediction("E17", "I3", "TAKING_MEDICINES") Prediction("E1", "I1", "OTHER") Prediction("E81", "I11", "OTHER") OccursIn("E21", "I1") OccursIn("E72", "I9") OccursIn("E9", "I1") OccursIn("E87", "I12") Prediction("E74", "I9", "PREPARING_MEAL") OccursIn("E1", "I1") Prediction("E79", "I9", "PREPARING_MEAL") Prediction("E18", "I3", "TAKING_MEDICINES") OccursIn("E50", "I11") Prediction("E28", "I4", "TAKING_MEDICINES") Prediction("E92", "I13", "PREPARING_MEAL") OccursIn("E93", "I11") OccursIn("E33", "I4") Prediction("E66", "I7", "PREPARING_MEAL") OccursIn("E42", "I11") OccursIn("E26", "I1") OccursIn("E20", "I1") Prediction("E9", "I1", "OTHER") OccursIn("E69", "I9") InstanceClass("Ie1", "OTHER") OccursIn("E16", "I1") OccursIn("E65", "I7") OccursIn("E75", "I10") OccursIn("E4", "I2") OccursIn("E73", "I9") OccursIn("E80", "I9") OccursIn("E24", "I1") InstanceClass("I5", "OTHER") OccursIn("E38", "I6") Prediction("E69", "I9", "PREPARING_MEAL") OccursIn("E47", "I7") Prediction("E78", "I9", "PREPARING_MEAL") OccursIn("E89", "I13") OccursIn("E55", "I1") Prediction("E45", "I7", "PREPARING_MEAL") Prediction("E85", "I12", "TAKING_MEDICINES") Prediction("E49", "I6", "OTHER") OccursIn("E51", "I11") Prediction("E88", "I12", "TAKING_MEDICINES") OccursIn("E77", "I9") Prediction("E73", "I9", "PREPARING_MEAL") OccursIn("E8", "I1") Prediction("E38", "I6", "OTHER") InstanceClass("I3", "TAKING_MEDICINES") InstanceClass("I2", "OTHER") InstanceClass("I10", "OTHER") Prediction("E35", "I5", "OTHER") OccursIn("E71", "I9") OccursIn("E53", "I6") OccursIn("E19", "I1") InstanceClass("I11", "OTHER") OccursIn("E13", "I1") Prediction("E53", "I6", "OTHER") OccursIn("E7", "I1") Prediction("E16", "I1", "OTHER") OccursIn("E28", "I4") OccursIn("E70", "I9") OccursIn("E44", "I6") OccursIn("E88", "I12") Prediction("E32", "I4", "TAKING_MEDICINES") Prediction("E86", "I12", "TAKING_MEDICINES") OccursIn("E86", "I12") Prediction("E27", "I4", "TAKING_MEDICINES") InstanceClass("I13", "PREPARING_MEAL") Prediction("E33", "I4", "TAKING_MEDICINES") OccursIn("E14", "I1") Prediction("E43", "I6", "OTHER") OccursIn("E66", "I7") Prediction("E72", "I9", "PREPARING_MEAL") Prediction("E22", "I1", "OTHER") OccursIn("E35", "I5") OccursIn("E84", "I11") OccursIn("E12", "I12") OccursIn("E15", "I1") Prediction("E44", "I6", "OTHER") OccursIn("E39", "I11") OccursIn("E76", "I10") OccursIn("E68", "I8") Prediction("E25", "I1", "OTHER") Prediction("E59", "I6", "OTHER") InstanceClass("I7", "PREPARING_MEAL") Prediction("E89", "I13", "PREPARING_MEAL") Prediction("E19", "I1", "OTHER") Prediction("E20", "I1", "OTHER") InstanceClass("Ie2", "OTHER") Prediction("E46", "I7", "PREPARING_MEAL") Prediction("E24", "I1", "OTHER") Prediction("E21", "I1", "OTHER") Prediction("E54", "I6", "OTHER") OccursIn("E79", "I9") OccursIn("E23", "I1") Prediction("E23", "I1", "OTHER") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 0.6666666666666666 Recall -> 1.0 F1 -> 0.8 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.6153846153846154 Overall recall: 0.8 Overall F1: 0.6956521739130435 Boundary error: 171.59485680433013% Start delta: 77.0 Duration delta: 2847.875 (algo1) Boundary error: 214.3473371732963% (algo1) Start delta: 0.0 (algo1) Duration delta: 1513.375 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.6170212765957447 Recall -> 0.725 F1 -> 0.6666666666666666 Activity: TAKING_MEDICINES Precision -> 0.7142857142857143 Recall -> 1.0 F1 -> 0.8333333333333333 Activity: EATING_MEAL Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: PREPARING_MEAL Precision -> 0.65 Recall -> 0.41935483870967744 F1 -> 0.5098039215686274 Overall precision: 0.6419753086419753 Overall recall: 0.6419753086419753 Overall F1: 0.6419753086419753 ------------------------ Evaluating: detectionsDump_2014-12-18.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 0e356ad0-72df-47bf-bb15-e7614ec27abc complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E12", "I4") OccursIn("E19", "I3") Prediction("E123", "I10", "OTHER") Prediction("E124", "I10", "OTHER") Prediction("E107", "I8", "OTHER") Prediction("E118", "I10", "OTHER") Prediction("E128", "I12", "TAKING_MEDICINES") Prediction("E137", "I14", "OTHER") OccursIn("E82", "I6") InstanceClass("Ie1", "OTHER") InstanceClass("I1", "OTHER") Prediction("E131", "I12", "TAKING_MEDICINES") InstanceClass("I9", "OTHER") OccursIn("E73", "Ie2") OccursIn("E111", "I8") InstanceClass("I3", "OTHER") OccursIn("E3", "I2") OccursIn("E117", "I10") InstanceClass("I8", "OTHER") OccursIn("E21", "I5") Prediction("E117", "I10", "OTHER") OccursIn("E122", "I11") OccursIn("E75", "I6") InstanceClass("I2", "OTHER") Prediction("E95", "I7", "OTHER") Prediction("E122", "I11", "PREPARING_MEAL") Prediction("E83", "I6", "PREPARING_MEAL") OccursIn("E78", "I6") OccursIn("E27", "I3") OccursIn("E96", "I6") Prediction("E76", "I7", "OTHER") Prediction("E74", "I6", "PREPARING_MEAL") OccursIn("E125", "I12") OccursIn("E66", "I6") Prediction("E116", "I8", "OTHER") Prediction("E93", "I7", "OTHER") Prediction("E69", "I6", "PREPARING_MEAL") OccursIn("E136", "I13") OccursIn("E114", "I8") OccursIn("E84", "I6") OccursIn("E107", "I8") OccursIn("E5", "I3") Prediction("E5", "I3", "OTHER") Prediction("E3", "I2", "OTHER") OccursIn("E77", "I7") Prediction("E2", "I1", "OTHER") OccursIn("E93", "I7") OccursIn("E92", "Ie2") Prediction("E96", "I6", "PREPARING_MEAL") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E17", "Ie3") InstanceClass("I12", "TAKING_MEDICINES") OccursIn("E91", "I6") OccursIn("E115", "I8") OccursIn("E106", "I8") OccursIn("E69", "I6") OccursIn("E11", "I4") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E91", "I6", "PREPARING_MEAL") Prediction("E132", "I13", "PREPARING_MEAL") Prediction("E78", "I6", "PREPARING_MEAL") Prediction("E19", "I3", "OTHER") Prediction("E21", "I5", "PREPARING_MEAL") Prediction("E115", "I8", "OTHER") OccursIn("E112", "I8") InstanceClass("I6", "PREPARING_MEAL") InstanceClass("I11", "PREPARING_MEAL") Prediction("E136", "I13", "PREPARING_MEAL") OccursIn("E18", "I3") OccursIn("E95", "I7") OccursIn("E131", "I12") Prediction("E66", "I6", "PREPARING_MEAL") OccursIn("E98", "I6") Prediction("E1", "I1", "OTHER") Prediction("E97", "I6", "PREPARING_MEAL") OccursIn("E15", "I3") Prediction("E6", "I3", "OTHER") OccursIn("E109", "I8") OccursIn("E7", "I4") OccursIn("E128", "I12") OccursIn("E1", "I1") Prediction("E105", "I8", "OTHER") Prediction("E130", "I12", "TAKING_MEDICINES") OccursIn("E97", "I6") OccursIn("E110", "I8") OccursIn("E72", "Ie2") OccursIn("E104", "I8") OccursIn("E132", "I13") Prediction("E81", "I6", "PREPARING_MEAL") OccursIn("E14", "I3") Prediction("E94", "I7", "OTHER") InstanceClass("I7", "OTHER") OccursIn("E74", "I6") Prediction("E84", "I6", "PREPARING_MEAL") OccursIn("E102", "I8") OccursIn("E10", "I4") OccursIn("E71", "I5") Prediction("E4", "I2", "OTHER") OccursIn("E20", "I3") OccursIn("E83", "I6") Prediction("E10", "I4", "TAKING_MEDICINES") OccursIn("E4", "I2") Prediction("E7", "I4", "TAKING_MEDICINES") Prediction("E27", "I3", "OTHER") Prediction("E13", "I4", "TAKING_MEDICINES") OccursIn("E26", "I5") Prediction("E98", "I6", "PREPARING_MEAL") OccursIn("E101", "I6") OccursIn("E2", "I1") OccursIn("E81", "I6") OccursIn("E130", "I12") Prediction("E8", "I4", "TAKING_MEDICINES") Prediction("E125", "I12", "TAKING_MEDICINES") OccursIn("E9", "I4") Prediction("E106", "I8", "OTHER") OccursIn("E119", "I11") Prediction("E129", "I12", "TAKING_MEDICINES") OccursIn("E64", "I3") OccursIn("E65", "I6") Prediction("E111", "I8", "OTHER") OccursIn("E6", "I3") InstanceClass("Ie2", "EATING_MEAL") Prediction("E26", "I5", "PREPARING_MEAL") Prediction("E77", "I7", "OTHER") OccursIn("E13", "I4") Prediction("E18", "I3", "OTHER") Prediction("E101", "I6", "PREPARING_MEAL") OccursIn("E94", "I7") OccursIn("E118", "I10") OccursIn("E113", "I8") Prediction("E104", "I8", "OTHER") Prediction("E9", "I4", "TAKING_MEDICINES") Prediction("E20", "I3", "OTHER") OccursIn("E129", "I12") OccursIn("E137", "I14") Prediction("E108", "I8", "OTHER") Prediction("E12", "I4", "TAKING_MEDICINES") InstanceClass("I13", "PREPARING_MEAL") InstanceClass("I14", "OTHER") OccursIn("E108", "I8") OccursIn("E76", "I7") Prediction("E14", "I3", "OTHER") Prediction("E103", "I8", "OTHER") Prediction("E11", "I4", "TAKING_MEDICINES") OccursIn("E70", "I13") Prediction("E15", "I3", "OTHER") Prediction("E102", "I8", "OTHER") OccursIn("E8", "I4") InstanceClass("Ie3", "OTHER") Prediction("E65", "I6", "PREPARING_MEAL") Prediction("E112", "I8", "OTHER") OccursIn("E116", "I8") OccursIn("E105", "I8") OccursIn("E124", "I10") InstanceClass("I10", "OTHER") Prediction("E119", "I11", "PREPARING_MEAL") OccursIn("E138", "I13") Prediction("E138", "I13", "PREPARING_MEAL") OccursIn("E123", "I10") OccursIn("E103", "I8") Prediction("E64", "I3", "OTHER") Prediction("E82", "I6", "PREPARING_MEAL") Prediction("E75", "I6", "PREPARING_MEAL") OccursIn("E16", "I14") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.5714285714285714 Recall -> 0.5714285714285714 F1 -> 0.5714285714285714 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.0 Recall -> 0.0 F1 -> 0.0 Activity: PREPARING_MEAL Precision -> 0.25 Recall -> 1.0 F1 -> 0.4 Overall precision: 0.5 Overall recall: 0.6363636363636364 Overall F1: 0.56 Boundary error: 21.205571712672285% Start delta: 0.0 Duration delta: 423.42857142857144 (algo1) Boundary error: 113.56027024607805% (algo1) Start delta: 0.0 (algo1) Duration delta: 1395.0 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.875 Recall -> 0.7608695652173914 F1 -> 0.813953488372093 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.3333333333333333 Recall -> 0.25 F1 -> 0.28571428571428575 Activity: PREPARING_MEAL Precision -> 0.5416666666666666 Recall -> 0.7647058823529411 F1 -> 0.6341463414634146 Overall precision: 0.7721518987341772 Overall recall: 0.7721518987341772 Overall F1: 0.7721518987341772 ------------------------ Evaluating: detectionsDump_2015-01-14.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 4c12ba33-b683-4fa2-b48b-e272542a9a10 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E13", "I3") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E29", "I8") Prediction("E59", "I9", "PREPARING_MEAL") OccursIn("E48", "I7") Prediction("E67", "I9", "PREPARING_MEAL") OccursIn("E26", "I6") Prediction("E18", "I5", "OTHER") Prediction("E64", "I9", "PREPARING_MEAL") Prediction("E72", "I9", "PREPARING_MEAL") OccursIn("E59", "I9") OccursIn("E66", "I9") OccursIn("E37", "I7") Prediction("E15", "I5", "OTHER") Prediction("E77", "I9", "PREPARING_MEAL") Prediction("E30", "I8", "PREPARING_MEAL") OccursIn("E15", "I5") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") Prediction("E7", "I3", "OTHER") Prediction("E80", "I9", "PREPARING_MEAL") OccursIn("E19", "I6") Prediction("E14", "I3", "OTHER") OccursIn("E9", "Ie1") OccursIn("E67", "I9") OccursIn("E30", "I8") OccursIn("E3", "I2") OccursIn("E65", "I9") InstanceClass("I7", "EATING_MEAL") OccursIn("E28", "I7") OccursIn("E11", "I3") InstanceClass("Ie1", "OTHER") Prediction("E26", "I6", "PREPARING_MEAL") Prediction("E49", "I8", "PREPARING_MEAL") OccursIn("E78", "I9") OccursIn("E61", "I9") Prediction("E79", "I9", "PREPARING_MEAL") OccursIn("E46", "I8") OccursIn("E17", "I5") OccursIn("E8", "I3") Prediction("E17", "I5", "OTHER") InstanceClass("I3", "OTHER") OccursIn("E83", "I10") Prediction("E4", "I2", "TAKING_MEDICINES") OccursIn("E74", "I9") OccursIn("E79", "I9") InstanceClass("Ie3", "OTHER") OccursIn("E2", "I1") InstanceClass("I2", "TAKING_MEDICINES") Prediction("E57", "I9", "PREPARING_MEAL") OccursIn("E57", "I9") Prediction("E65", "I9", "PREPARING_MEAL") OccursIn("E73", "I9") OccursIn("E39", "I7") Prediction("E19", "I6", "PREPARING_MEAL") InstanceClass("I8", "PREPARING_MEAL") OccursIn("E47", "I7") OccursIn("E82", "I10") Prediction("E8", "I3", "OTHER") OccursIn("E35", "Ie2") OccursIn("E6", "I2") OccursIn("E52", "I9") OccursIn("E50", "I6") Prediction("E81", "I9", "PREPARING_MEAL") Prediction("E46", "I8", "PREPARING_MEAL") OccursIn("E36", "I7") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E74", "I9", "PREPARING_MEAL") OccursIn("E60", "I9") Prediction("E6", "I2", "TAKING_MEDICINES") Prediction("E40", "I8", "PREPARING_MEAL") OccursIn("E33", "I7") Prediction("E84", "I9", "PREPARING_MEAL") Prediction("E12", "I3", "OTHER") Prediction("E2", "I1", "OTHER") OccursIn("E14", "I3") OccursIn("E40", "I8") Prediction("E16", "I5", "OTHER") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E5", "I2") OccursIn("E32", "I8") OccursIn("E72", "I9") OccursIn("E81", "I9") Prediction("E3", "I2", "TAKING_MEDICINES") Prediction("E78", "I9", "PREPARING_MEAL") Prediction("E61", "I9", "PREPARING_MEAL") InstanceClass("I5", "OTHER") OccursIn("E12", "I3") OccursIn("E71", "I6") OccursIn("E51", "I8") Prediction("E29", "I8", "PREPARING_MEAL") OccursIn("E68", "I8") Prediction("E13", "I3", "OTHER") InstanceClass("Ie2", "OTHER") OccursIn("E31", "I8") OccursIn("E18", "I5") OccursIn("E58", "I9") Prediction("E38", "I8", "PREPARING_MEAL") InstanceClass("I10", "EATING_MEAL") OccursIn("E80", "I9") OccursIn("E38", "I8") OccursIn("E49", "I8") Prediction("E60", "I9", "PREPARING_MEAL") InstanceClass("I4", "PREPARING_MEAL") Prediction("E41", "I8", "PREPARING_MEAL") OccursIn("E41", "I8") Prediction("E1", "I1", "OTHER") Prediction("E73", "I9", "PREPARING_MEAL") OccursIn("E34", "I7") Prediction("E11", "I3", "OTHER") Prediction("E58", "I9", "PREPARING_MEAL") OccursIn("E64", "I9") Prediction("E66", "I9", "PREPARING_MEAL") OccursIn("E10", "Ie1") OccursIn("E7", "I3") OccursIn("E77", "I9") OccursIn("E1", "I1") OccursIn("E27", "I7") Prediction("E52", "I9", "PREPARING_MEAL") OccursIn("E16", "I5") OccursIn("E84", "I9") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.6 F1 -> 0.7499999999999999 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.3333333333333333 Recall -> 0.5 F1 -> 0.4 Overall precision: 0.6666666666666666 Overall recall: 0.6 Overall F1: 0.631578947368421 Boundary error: 1993.7117194054256% Start delta: 184.0 Duration delta: 1108.6666666666667 (algo1) Boundary error: 2460.1072985942483% (algo1) Start delta: 0.0 (algo1) Duration delta: 1893.3333333333333 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.9333333333333333 Recall -> 0.5384615384615384 F1 -> 0.6829268292682926 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.45454545454545453 Recall -> 0.8333333333333334 F1 -> 0.5882352941176471 Activity: PREPARING_MEAL Precision -> 0.7647058823529411 Recall -> 0.9285714285714286 F1 -> 0.8387096774193549 Overall precision: 0.765625 Overall recall: 0.765625 Overall F1: 0.765625 ------------------------ Evaluating: detectionsDump_2015-01-30.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 6848655d-8798-40b9-8078-da473e8d1e8a complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E26", "I2") OccursIn("E13", "I4") Prediction("E56", "I7", "OTHER") Prediction("E12", "I2", "OTHER") Prediction("E5", "I2", "OTHER") InstanceClass("I6", "EATING_MEAL") Prediction("E3", "I2", "OTHER") OccursIn("E56", "I7") OccursIn("E54", "I6") Prediction("E25", "I2", "OTHER") Prediction("E28", "I2", "OTHER") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E25", "I2") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") OccursIn("E45", "I5") OccursIn("E15", "I4") OccursIn("E38", "I5") OccursIn("E62", "I8") Prediction("E14", "I4", "TAKING_MEDICINES") OccursIn("E3", "I2") OccursIn("E11", "I2") OccursIn("E46", "I5") Prediction("E43", "I5", "PREPARING_MEAL") OccursIn("E61", "I9") OccursIn("E27", "I2") Prediction("E38", "I5", "PREPARING_MEAL") Prediction("E15", "I4", "TAKING_MEDICINES") OccursIn("E28", "I2") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E36", "I5") OccursIn("E47", "I5") Prediction("E44", "I5", "PREPARING_MEAL") OccursIn("E8", "I2") InstanceClass("I3", "OTHER") OccursIn("E23", "I2") OccursIn("E29", "I2") OccursIn("E9", "I7") OccursIn("E40", "I6") OccursIn("E2", "I1") InstanceClass("I4", "TAKING_MEDICINES") Prediction("E27", "I2", "OTHER") OccursIn("E43", "I5") Prediction("E52", "I5", "PREPARING_MEAL") Prediction("E34", "I5", "PREPARING_MEAL") Prediction("E11", "I2", "OTHER") OccursIn("E44", "I5") OccursIn("E10", "I3") OccursIn("E58", "I8") OccursIn("E53", "I5") OccursIn("E37", "I5") OccursIn("E33", "I5") Prediction("E46", "I5", "PREPARING_MEAL") OccursIn("E6", "I2") Prediction("E57", "I7", "OTHER") Prediction("E58", "I8", "PREPARING_MEAL") OccursIn("E60", "I9") OccursIn("E19", "I4") Prediction("E41", "I5", "PREPARING_MEAL") Prediction("E36", "I5", "PREPARING_MEAL") OccursIn("E50", "I6") OccursIn("E34", "I5") Prediction("E2", "I1", "OTHER") OccursIn("E14", "I4") OccursIn("E5", "I2") Prediction("E45", "I5", "PREPARING_MEAL") Prediction("E48", "I5", "PREPARING_MEAL") OccursIn("E48", "I5") OccursIn("E51", "I6") Prediction("E59", "I8", "PREPARING_MEAL") Prediction("E13", "I4", "TAKING_MEDICINES") Prediction("E22", "I4", "TAKING_MEDICINES") Prediction("E29", "I2", "OTHER") OccursIn("E12", "I2") Prediction("E18", "I4", "TAKING_MEDICINES") Prediction("E53", "I5", "PREPARING_MEAL") Prediction("E24", "I2", "OTHER") Prediction("E33", "I5", "PREPARING_MEAL") Prediction("E19", "I4", "TAKING_MEDICINES") OccursIn("E41", "I5") OccursIn("E49", "I5") OccursIn("E59", "I8") Prediction("E23", "I2", "OTHER") InstanceClass("I7", "OTHER") Prediction("E47", "I5", "PREPARING_MEAL") InstanceClass("Ie2", "PREPARING_MEAL") Prediction("E6", "I2", "OTHER") Prediction("E30", "I5", "PREPARING_MEAL") OccursIn("E39", "I6") OccursIn("E24", "I2") Prediction("E4", "I2", "OTHER") Prediction("E37", "I5", "PREPARING_MEAL") Prediction("E49", "I5", "PREPARING_MEAL") OccursIn("E57", "I7") InstanceClass("I2", "OTHER") OccursIn("E52", "I5") InstanceClass("Ie1", "EATING_MEAL") Prediction("E1", "I1", "OTHER") Prediction("E62", "I8", "PREPARING_MEAL") OccursIn("E42", "I8") Prediction("E8", "I2", "OTHER") OccursIn("E18", "I4") Prediction("E35", "I5", "PREPARING_MEAL") InstanceClass("I9", "EATING_MEAL") OccursIn("E30", "I5") Prediction("E7", "I2", "OTHER") Prediction("E26", "I2", "OTHER") OccursIn("E7", "I2") OccursIn("E1", "I1") OccursIn("E55", "I6") OccursIn("E35", "I5") OccursIn("E22", "I4") InstanceClass("I8", "PREPARING_MEAL") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.75 Recall -> 0.6 F1 -> 0.6666666666666665 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Overall precision: 0.6666666666666666 Overall recall: 0.75 Overall F1: 0.7058823529411765 Boundary error: 46.350701491613016% Start delta: 236.33333333333334 Duration delta: 1252.6666666666667 (algo1) Boundary error: 110.50282073230152% (algo1) Start delta: 373.57142857142856 (algo1) Duration delta: 2499.714285714286 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 1.0 Recall -> 0.7 F1 -> 0.8235294117647058 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.25 Recall -> 1.0 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 0.7619047619047619 Recall -> 0.8888888888888888 F1 -> 0.8205128205128205 Overall precision: 0.8035714285714286 Overall recall: 0.8035714285714286 Overall F1: 0.8035714285714286 ------------------------ Evaluating: detectionsDump_2014-10-31.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 0d8042c7-3f03-4a0a-85a0-c981aeddedac complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db InstanceClass("Ie2", "OTHER") OccursIn("E33", "Ie3") Prediction("E71", "I13", "TAKING_MEDICINES") Prediction("E43", "I8", "OTHER") OccursIn("E20", "I5") Prediction("E68", "I13", "TAKING_MEDICINES") OccursIn("E21", "I10") Prediction("E46", "I9", "OTHER") OccursIn("E68", "I13") OccursIn("E4", "I2") InstanceClass("I1", "OTHER") OccursIn("E19", "I5") Prediction("E26", "I5", "OTHER") InstanceClass("I12", "OTHER") OccursIn("E74", "I12") Prediction("E44", "I8", "OTHER") OccursIn("E59", "I13") OccursIn("E3", "I2") Prediction("E37", "I5", "OTHER") Prediction("E56", "I11", "PREPARING_MEAL") OccursIn("E34", "I13") OccursIn("E13", "I4") OccursIn("E58", "I12") Prediction("E57", "I12", "OTHER") OccursIn("E32", "Ie3") InstanceClass("Ie1", "OTHER") OccursIn("E49", "I10") Prediction("E48", "I10", "OTHER") OccursIn("E15", "I5") OccursIn("E43", "I8") InstanceClass("I6", "PREPARING_MEAL") OccursIn("E17", "Ie2") OccursIn("E23", "I7") OccursIn("E69", "I12") OccursIn("E10", "I2") InstanceClass("I4", "OTHER") OccursIn("E30", "Ie2") OccursIn("E29", "Ie1") OccursIn("E56", "I11") Prediction("E20", "I5", "OTHER") Prediction("E4", "I2", "TAKING_MEDICINES") OccursIn("E2", "I1") InstanceClass("I2", "TAKING_MEDICINES") OccursIn("E24", "I7") Prediction("E73", "I12", "OTHER") OccursIn("E22", "I10") OccursIn("E47", "I10") OccursIn("E11", "I10") Prediction("E39", "I6", "PREPARING_MEAL") OccursIn("E25", "I5") Prediction("E35", "I5", "OTHER") OccursIn("E72", "I12") OccursIn("E8", "I2") Prediction("E47", "I10", "OTHER") OccursIn("E44", "I8") Prediction("E54", "I11", "PREPARING_MEAL") Prediction("E10", "I2", "TAKING_MEDICINES") OccursIn("E48", "I10") Prediction("E5", "I2", "TAKING_MEDICINES") Prediction("E25", "I5", "OTHER") Prediction("E8", "I2", "TAKING_MEDICINES") Prediction("E45", "I9", "OTHER") OccursIn("E57", "I12") OccursIn("E26", "I5") Prediction("E9", "I2", "TAKING_MEDICINES") Prediction("E38", "I5", "OTHER") OccursIn("E71", "I13") InstanceClass("Ie3", "OTHER") Prediction("E72", "I12", "OTHER") Prediction("E14", "I4", "OTHER") Prediction("E2", "I1", "OTHER") Prediction("E69", "I12", "OTHER") OccursIn("E41", "I7") OccursIn("E28", "I6") Prediction("E55", "I11", "PREPARING_MEAL") OccursIn("E5", "I2") OccursIn("E18", "I9") Prediction("E3", "I2", "TAKING_MEDICINES") OccursIn("E42", "I7") Prediction("E15", "I5", "OTHER") OccursIn("E39", "I6") Prediction("E16", "I5", "OTHER") InstanceClass("I5", "OTHER") OccursIn("E46", "I9") OccursIn("E14", "I4") InstanceClass("I7", "EATING_MEAL") OccursIn("E45", "I9") Prediction("E58", "I12", "OTHER") Prediction("E70", "I13", "TAKING_MEDICINES") OccursIn("E40", "I6") OccursIn("E38", "I5") OccursIn("E73", "I12") Prediction("E36", "I5", "OTHER") InstanceClass("I8", "OTHER") Prediction("E28", "I6", "PREPARING_MEAL") OccursIn("E54", "I11") OccursIn("E37", "I5") InstanceClass("I9", "OTHER") OccursIn("E31", "I12") InstanceClass("I3", "EATING_MEAL") Prediction("E1", "I1", "OTHER") OccursIn("E36", "I5") OccursIn("E27", "I9") Prediction("E59", "I13", "TAKING_MEDICINES") Prediction("E13", "I4", "OTHER") Prediction("E19", "I5", "OTHER") InstanceClass("I11", "PREPARING_MEAL") OccursIn("E35", "I5") OccursIn("E9", "I2") OccursIn("E55", "I11") OccursIn("E12", "I13") OccursIn("E1", "I1") OccursIn("E16", "I5") Prediction("E40", "I6", "PREPARING_MEAL") Prediction("E74", "I12", "OTHER") OccursIn("E70", "I13") InstanceClass("I10", "OTHER") InstanceClass("I13", "TAKING_MEDICINES") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.625 Recall -> 0.8333333333333334 F1 -> 0.7142857142857143 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 1.0 Recall -> 0.5 F1 -> 0.6666666666666666 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.6666666666666666 F1 -> 0.8 Overall precision: 0.6923076923076923 Overall recall: 0.75 Overall F1: 0.7199999999999999 Boundary error: 141.10374691573733% Start delta: 762.5555555555555 Duration delta: 1413.111111111111 (algo1) Boundary error: 255.78080656710478% (algo1) Start delta: 738.6 (algo1) Duration delta: 1792.6 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.3684210526315789 Recall -> 0.7777777777777778 F1 -> 0.5 Activity: TAKING_MEDICINES Precision -> 0.5 Recall -> 1.0 F1 -> 0.6666666666666666 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.3333333333333333 F1 -> 0.4 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.2 F1 -> 0.33333333333333337 Overall precision: 0.4666666666666667 Overall recall: 0.4666666666666667 Overall F1: 0.4666666666666667 ------------------------ Evaluating: detectionsDump_2015-02-13.csv executing request POST http://lski-013.informatik.uni-mannheim.de:5000/api/startNRockIt HTTP/1.1 status: HTTP/1.0 200 OK ID 11b4707f-6e7c-49cf-baa9-c4d121a7a1d5 complete Result saved to: /data/Timo/smartagg_experiments2/mln/output.db OccursIn("E54", "Ie1") OccursIn("E12", "I4") InstanceClass("I9", "PREPARING_MEAL") OccursIn("E39", "I9") InstanceClass("I3", "OTHER") OccursIn("E55", "I8") Prediction("E52", "I9", "PREPARING_MEAL") Prediction("E30", "I6", "OTHER") Prediction("E2", "I1", "TAKING_MEDICINES") OccursIn("E22", "Ie1") OccursIn("E7", "I2") OccursIn("E14", "I4") InstanceClass("I2", "PREPARING_MEAL") Prediction("E31", "I6", "OTHER") Prediction("E16", "I5", "PREPARING_MEAL") Prediction("E46", "I9", "PREPARING_MEAL") OccursIn("E56", "I8") OccursIn("E3", "I1") OccursIn("E23", "I5") OccursIn("E30", "I6") OccursIn("E50", "I9") Prediction("E38", "I9", "PREPARING_MEAL") OccursIn("E24", "I5") OccursIn("E52", "I9") Prediction("E51", "I8", "OTHER") OccursIn("E5", "I1") OccursIn("E18", "I5") Prediction("E35", "I7", "OTHER") OccursIn("E25", "I5") OccursIn("E9", "I3") OccursIn("E26", "I4") Prediction("E6", "I1", "TAKING_MEDICINES") Prediction("E20", "I5", "PREPARING_MEAL") OccursIn("E2", "I1") Prediction("E37", "I8", "OTHER") Prediction("E27", "I4", "OTHER") OccursIn("E45", "I8") Prediction("E41", "I9", "PREPARING_MEAL") OccursIn("E32", "I6") Prediction("E17", "I5", "PREPARING_MEAL") OccursIn("E27", "I4") Prediction("E3", "I1", "TAKING_MEDICINES") OccursIn("E33", "I6") InstanceClass("Ie2", "OTHER") OccursIn("E41", "I9") Prediction("E40", "I9", "PREPARING_MEAL") OccursIn("E38", "I9") OccursIn("E35", "I7") OccursIn("E16", "I5") OccursIn("E21", "Ie1") Prediction("E44", "I9", "PREPARING_MEAL") Prediction("E1", "I1", "TAKING_MEDICINES") Prediction("E55", "I8", "OTHER") InstanceClass("I8", "OTHER") OccursIn("E51", "I8") InstanceClass("I4", "OTHER") Prediction("E23", "I5", "PREPARING_MEAL") OccursIn("E53", "Ie1") OccursIn("E6", "I1") Prediction("E18", "I5", "PREPARING_MEAL") Prediction("E7", "I2", "PREPARING_MEAL") Prediction("E56", "I8", "OTHER") OccursIn("E44", "I9") Prediction("E15", "I4", "OTHER") Prediction("E25", "I5", "PREPARING_MEAL") OccursIn("E13", "I4") Prediction("E5", "I1", "TAKING_MEDICINES") OccursIn("E43", "Ie1") OccursIn("E8", "I3") OccursIn("E42", "Ie1") Prediction("E10", "I4", "OTHER") Prediction("E50", "I9", "PREPARING_MEAL") Prediction("E33", "I6", "OTHER") Prediction("E4", "I1", "TAKING_MEDICINES") OccursIn("E4", "I1") Prediction("E9", "I3", "OTHER") InstanceClass("I7", "OTHER") Prediction("E26", "I4", "OTHER") Prediction("E36", "I8", "OTHER") Prediction("E32", "I6", "OTHER") OccursIn("E28", "Ie3") Prediction("E34", "I7", "OTHER") InstanceClass("Ie3", "EATING_MEAL") OccursIn("E11", "I4") Prediction("E14", "I4", "OTHER") InstanceClass("I6", "OTHER") OccursIn("E37", "I8") Prediction("E45", "I8", "OTHER") InstanceClass("I5", "PREPARING_MEAL") OccursIn("E10", "I4") Prediction("E39", "I9", "PREPARING_MEAL") OccursIn("E20", "I5") OccursIn("E36", "I8") OccursIn("E29", "Ie3") OccursIn("E46", "I9") Prediction("E8", "I3", "OTHER") Prediction("E11", "I4", "OTHER") OccursIn("E15", "I4") Prediction("E24", "I5", "PREPARING_MEAL") InstanceClass("I1", "TAKING_MEDICINES") OccursIn("E31", "I6") InstanceClass("Ie1", "EATING_MEAL") OccursIn("E1", "I1") Prediction("E13", "I4", "OTHER") OccursIn("E17", "I5") OccursIn("E40", "I9") Prediction("E12", "I4", "OTHER") OccursIn("E34", "I7") ============================= Finish => /data/Timo/smartagg_experiments2/mln/output.db INSTANCE RESULTS: Activity: OTHER Precision -> 0.6 Recall -> 1.0 F1 -> 0.7499999999999999 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 0.6666666666666666 Recall -> 0.6666666666666666 F1 -> 0.6666666666666666 Overall precision: 0.6363636363636364 Overall recall: 0.7777777777777778 Overall F1: 0.7000000000000001 Boundary error: 570.1890447668978% Start delta: 548.1428571428571 Duration delta: 5087.714285714285 (algo1) Boundary error: 322.7433832782759% (algo1) Start delta: 213.16666666666666 (algo1) Duration delta: 935.5 -- SENSOR BASED RESULTS: Activity: OTHER Precision -> 0.36363636363636365 Recall -> 1.0 F1 -> 0.5333333333333333 Activity: TAKING_MEDICINES Precision -> 1.0 Recall -> 1.0 F1 -> 1.0 Activity: EATING_MEAL Precision -> 0.5 Recall -> 0.5 F1 -> 0.5 Activity: PREPARING_MEAL Precision -> 1.0 Recall -> 0.5333333333333333 F1 -> 0.6956521739130436 Overall precision: 0.6538461538461539 Overall recall: 0.6538461538461539 Overall F1: 0.6538461538461539 ------------------------ ------------ OVERALL INSTANCE RESULTS: Overall boundary error: 355.2677681643835% Average start delta: 617.0904518608007 Average duration delta: 2639.233250276855 (algo1) Overall boundary error: 733.573782041109% (algo1) Average start delta: 1194.0640493873052 (algo1) Average duration delta: 2538.7386956067185 Overall precision: 0.6506211488769631 Overall recall: 0.7331413912125266 Overall f1: 0.6894207357414099 -- OVERALL SENSOR BASED RESULTS: Accuracy: 0.7146331114922577 OTHER: Precision -> 0.755019073497873 Recall -> 0.7223693821832258 F1 -> 0.738333455310196 TAKING_MEDICINES: Precision -> 0.8331604046532779 Recall -> 0.9825933756166314 F1 -> 0.9017278700823528 EATING_MEAL: Precision -> 0.4771438617368849 Recall -> 0.7036796536796536 F1 -> 0.5686818106157798 PREPARING_MEAL: Precision -> 0.7865873396777949 Recall -> 0.6654133020242046 F1 -> 0.7209441428509464 ------------ OVERALL RESULTS --- ACTIVITY: OTHER INSTANCE BASED: Boundary error: 209.3741905112498% Delta duration: 955.5620437956204 Delta start: 242.5182481751825 (algo1) Boundary error: 1051.2681933487067% (algo1) Delta duration: 1651.7402597402597 (algo1) Delta start: 505.5584415584416 Precision: 0.6782178217821783 Recall: 0.6523809523809524 F1: 0.6650485436893204 -- SENSOR BASED Precision: 0.7477477477477478 Recall: 0.7142857142857143 F1: 0.7306338028169015 --- ACTIVITY: TAKING_MEDICINES INSTANCE BASED: Boundary error: 50.23064483759333% Delta duration: 204.11111111111111 Delta start: 137.24074074074073 (algo1) Boundary error: 29.14002170597901% (algo1) Delta duration: 131.92592592592592 (algo1) Delta start: 65.05555555555556 Precision: 0.7397260273972602 Recall: 0.9642857142857143 F1: 0.8372093023255813 -- SENSOR BASED Precision: 0.8057742782152231 Recall: 0.9808306709265175 F1: 0.8847262247838616 --- ACTIVITY: EATING_MEAL INSTANCE BASED: Boundary error: 1249.1629735497543% Delta duration: 13379.511111111111 Delta start: 3027.5777777777776 (algo1) Boundary error: 1154.7771782133043% (algo1) Delta duration: 13342.722222222223 (algo1) Delta start: 8994.361111111111 Precision: 0.6081081081081081 Recall: 0.6521739130434783 F1: 0.6293706293706294 -- SENSOR BASED Precision: 0.35368956743002544 Recall: 0.6525821596244131 F1: 0.45874587458745875 --- ACTIVITY: PREPARING_MEAL INSTANCE BASED: Boundary error: 207.3953525533253% Delta duration: 1097.7088607594937 Delta start: 273.1898734177215 (algo1) Boundary error: 418.90395778197666% (algo1) Delta duration: 1592.6666666666667 (algo1) Delta start: 424.0111111111111 Precision: 0.5851851851851851 Recall: 0.7821782178217822 F1: 0.6694915254237288 -- SENSOR BASED Precision: 0.7827547592385219 Recall: 0.6418732782369146 F1: 0.7053481331987892 MICRO (sensor based): Precision: 0.7111991357580122 Recall: 0.7111991357580122 F1: 0.7111991357580122 MICRO (instances): Precision: 0.6508264462809917 Recall: 0.7224770642201835 F1: 0.6847826086956522 MACRO (sensor based) Precision: 0.6724915881578796 Recall: 0.7473929557683899 F1: 0.7079666835626823 MACRO - WITHOUT OTHERS (instance based) Precision: 0.6443397735635178 Recall: 0.7995459483836583 F1: 0.713601149321431