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250 lines (250 loc) · 7.89 KB
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Starting Performance Evaluation
numlines: 10
file :0 name: cartpole01k.log
file :1 name: cartpole02k.log
file :2 name: cartpole03k.log
file :3 name: cartpole04k.log
file :4 name: cartpole05k.log
file :5 name: cartpole06k.log
file :6 name: cartpole07k.log
file :7 name: cartpole08k.log
file :8 name: cartpole09k.log
file :9 name: cartpole10k.log
numlines: 3
reasoner :0 name: ONEKNN
reasoner :1 name: KNN
reasoner :2 name: weightedKNN
Starting Evaluation 0: ONEKNN
***parsing log file: cartpole01k.log
done with creating one caseBase
***parsing log file: cartpole02k.log
done with creating one caseBase
***parsing log file: cartpole03k.log
done with creating one caseBase
***parsing log file: cartpole04k.log
done with creating one caseBase
***parsing log file: cartpole05k.log
done with creating one caseBase
***parsing log file: cartpole06k.log
done with creating one caseBase
***parsing log file: cartpole07k.log
done with creating one caseBase
***parsing log file: cartpole08k.log
done with creating one caseBase
***parsing log file: cartpole09k.log
done with creating one caseBase
***parsing log file: cartpole10k.log
done with creating one caseBase
Time Taken to load casebases: 1.972 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.048933333333333336 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.04998333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.05026666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.0499 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.04951666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.04985 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.05015 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.05051666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.050216666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.04978333333333333 min
Total testing time: 0.49953333333333333 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.9428| 0.0025|
| Classification_Accuracy| 0.9423| 0.0104|
| Recall_1.0| 0.9419| 0.0184|
| Global_F1| 0.9423| 0.0104|
| Precision_0.0| 0.9432| 0.0177|
| Precision_1.0| 0.9427| 0.0040|
| F1_1.0| 0.9419| 0.0109|
| F1_0.0| 0.9427| 0.0099|
|_______________________________________________|
Done
Done
Starting Evaluation 1: KNN
***parsing log file: cartpole01k.log
done with creating one caseBase
***parsing log file: cartpole02k.log
done with creating one caseBase
***parsing log file: cartpole03k.log
done with creating one caseBase
***parsing log file: cartpole04k.log
done with creating one caseBase
***parsing log file: cartpole05k.log
done with creating one caseBase
***parsing log file: cartpole06k.log
done with creating one caseBase
***parsing log file: cartpole07k.log
done with creating one caseBase
***parsing log file: cartpole08k.log
done with creating one caseBase
***parsing log file: cartpole09k.log
done with creating one caseBase
***parsing log file: cartpole10k.log
done with creating one caseBase
Time Taken to load casebases: 1.82 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.04825 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.04845 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.0479 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.04733333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.04735 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.04735 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.048016666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.04828333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.04785 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.04765 min
Total testing time: 0.47856666666666664 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.9472| 0.0050|
| Classification_Accuracy| 0.9457| 0.0088|
| Recall_1.0| 0.9443| 0.0228|
| Global_F1| 0.9457| 0.0088|
| Precision_0.0| 0.9456| 0.0210|
| Precision_1.0| 0.9470| 0.0032|
| F1_1.0| 0.9453| 0.0097|
| F1_0.0| 0.9461| 0.0079|
|_______________________________________________|
Done
Done
Starting Evaluation 2: weightedKNN
***parsing log file: cartpole01k.log
done with creating one caseBase
***parsing log file: cartpole02k.log
done with creating one caseBase
***parsing log file: cartpole03k.log
done with creating one caseBase
***parsing log file: cartpole04k.log
done with creating one caseBase
***parsing log file: cartpole05k.log
done with creating one caseBase
***parsing log file: cartpole06k.log
done with creating one caseBase
***parsing log file: cartpole07k.log
done with creating one caseBase
***parsing log file: cartpole08k.log
done with creating one caseBase
***parsing log file: cartpole09k.log
done with creating one caseBase
***parsing log file: cartpole10k.log
done with creating one caseBase
Time Taken to load casebases: 1.799 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.04831666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.0482 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.04805 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.04728333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.04766666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.047466666666666664 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.047483333333333336 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.04756666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.04805 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.047683333333333335 min
Total testing time: 0.4778833333333333 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.9472| 0.0050|
| Classification_Accuracy| 0.9457| 0.0088|
| Recall_1.0| 0.9443| 0.0228|
| Global_F1| 0.9457| 0.0088|
| Precision_0.0| 0.9456| 0.0210|
| Precision_1.0| 0.9470| 0.0032|
| F1_1.0| 0.9453| 0.0097|
| F1_0.0| 0.9461| 0.0079|
|_______________________________________________|
Done
Done