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310 lines (310 loc) · 10.1 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: 1.965 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.896 seconds
CaseBase size: 611
TestBase size: 76
Cycle: 0 - Starting testing...
Testing complete in: 2.3333333333333333E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.646 seconds
CaseBase size: 618
TestBase size: 82
Cycle: 1 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.677 seconds
CaseBase size: 643
TestBase size: 68
Cycle: 2 - Starting testing...
Testing complete in: 1.6666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.654 seconds
CaseBase size: 623
TestBase size: 107
Cycle: 3 - Starting testing...
Testing complete in: 2.8333333333333335E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.602 seconds
CaseBase size: 579
TestBase size: 126
Cycle: 4 - Starting testing...
Testing complete in: 3.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.641 seconds
CaseBase size: 620
TestBase size: 80
Cycle: 5 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.641 seconds
CaseBase size: 629
TestBase size: 83
Cycle: 6 - Starting testing...
Testing complete in: 2.1666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.633 seconds
CaseBase size: 601
TestBase size: 71
Cycle: 7 - Starting testing...
Testing complete in: 1.6666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.638 seconds
CaseBase size: 622
TestBase size: 70
Cycle: 8 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.645 seconds
CaseBase size: 588
TestBase size: 108
Cycle: 9 - Starting testing...
Testing complete in: 2.666666666666667E-4 min
Total testing time: 0.11376666666666667 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7211| 0.0752|
| Classification_Accuracy| 0.7289| 0.0211|
| Recall_1.0| 0.7377| 0.0340|
| Global_F1| 0.7283| 0.0212|
| Precision_0.0| 0.7490| 0.0202|
| Precision_1.0| 0.7121| 0.0634|
| F1_1.0| 0.7232| 0.0146|
| F1_0.0| 0.7333| 0.0278|
|_______________________________________________|
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: 1.826 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.679 seconds
CaseBase size: 611
TestBase size: 76
Cycle: 0 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.641 seconds
CaseBase size: 618
TestBase size: 82
Cycle: 1 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.678 seconds
CaseBase size: 643
TestBase size: 68
Cycle: 2 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.644 seconds
CaseBase size: 623
TestBase size: 107
Cycle: 3 - Starting testing...
Testing complete in: 2.666666666666667E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.597 seconds
CaseBase size: 579
TestBase size: 126
Cycle: 4 - Starting testing...
Testing complete in: 3.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.634 seconds
CaseBase size: 620
TestBase size: 80
Cycle: 5 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.638 seconds
CaseBase size: 629
TestBase size: 83
Cycle: 6 - Starting testing...
Testing complete in: 2.1666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.63 seconds
CaseBase size: 601
TestBase size: 71
Cycle: 7 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.634 seconds
CaseBase size: 622
TestBase size: 70
Cycle: 8 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.637 seconds
CaseBase size: 588
TestBase size: 108
Cycle: 9 - Starting testing...
Testing complete in: 2.666666666666667E-4 min
Total testing time: 0.10915 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7298| 0.1035|
| Classification_Accuracy| 0.7363| 0.0415|
| Recall_1.0| 0.7422| 0.0200|
| Global_F1| 0.7348| 0.0423|
| Precision_0.0| 0.7585| 0.0085|
| Precision_1.0| 0.7212| 0.0913|
| F1_1.0| 0.7287| 0.0360|
| F1_0.0| 0.7410| 0.0485|
|_______________________________________________|
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: 1.797 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.678 seconds
CaseBase size: 611
TestBase size: 76
Cycle: 0 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.633 seconds
CaseBase size: 618
TestBase size: 82
Cycle: 1 - Starting testing...
Testing complete in: 2.1666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.678 seconds
CaseBase size: 643
TestBase size: 68
Cycle: 2 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.641 seconds
CaseBase size: 623
TestBase size: 107
Cycle: 3 - Starting testing...
Testing complete in: 2.666666666666667E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.595 seconds
CaseBase size: 579
TestBase size: 126
Cycle: 4 - Starting testing...
Testing complete in: 3.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.631 seconds
CaseBase size: 620
TestBase size: 80
Cycle: 5 - Starting testing...
Testing complete in: 2.0E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.637 seconds
CaseBase size: 629
TestBase size: 83
Cycle: 6 - Starting testing...
Testing complete in: 2.1666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.627 seconds
CaseBase size: 601
TestBase size: 71
Cycle: 7 - Starting testing...
Testing complete in: 1.8333333333333334E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.633 seconds
CaseBase size: 622
TestBase size: 70
Cycle: 8 - Starting testing...
Testing complete in: 1.6666666666666666E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.632 seconds
CaseBase size: 588
TestBase size: 108
Cycle: 9 - Starting testing...
Testing complete in: 2.5E-4 min
Total testing time: 0.10868333333333334 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7298| 0.1035|
| Classification_Accuracy| 0.7363| 0.0415|
| Recall_1.0| 0.7422| 0.0200|
| Global_F1| 0.7348| 0.0423|
| Precision_0.0| 0.7585| 0.0085|
| Precision_1.0| 0.7212| 0.0913|
| F1_1.0| 0.7287| 0.0360|
| F1_0.0| 0.7410| 0.0485|
|_______________________________________________|
Done
Done