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Starting Performance Evaluation
numlines: 10
file :0 name: lunar01k.log
file :1 name: lunar02k.log
file :2 name: lunar03k.log
file :3 name: lunar04k.log
file :4 name: lunar05k.log
file :5 name: lunar06k.log
file :6 name: lunar07k.log
file :7 name: lunar08k.log
file :8 name: lunar09k.log
file :9 name: lunar10k.log
numlines: 3
reasoner :0 name: ONEKNN
reasoner :1 name: KNN
reasoner :2 name: weightedKNN
Starting Evaluation 0: ONEKNN
***parsing log file: lunar01k.log
done with creating one caseBase
***parsing log file: lunar02k.log
done with creating one caseBase
***parsing log file: lunar03k.log
done with creating one caseBase
***parsing log file: lunar04k.log
done with creating one caseBase
***parsing log file: lunar05k.log
done with creating one caseBase
***parsing log file: lunar06k.log
done with creating one caseBase
***parsing log file: lunar07k.log
done with creating one caseBase
***parsing log file: lunar08k.log
done with creating one caseBase
***parsing log file: lunar09k.log
done with creating one caseBase
***parsing log file: lunar10k.log
done with creating one caseBase
Time Taken to load casebases: 3.025 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.08601666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.08438333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.08396666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.08416666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.08473333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.08331666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.08455 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.08238333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.0815 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.08311666666666667 min
Total testing time: 0.8385333333333334 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7203| 0.0001|
| Classification_Accuracy| 0.6904| 0.0227|
| Recall_1.0| 0.4404| 0.1233|
| Recall_2.0| 0.7110| 0.0450|
| Recall_3.0| 0.3428| 0.1996|
| Precision_0.0| 0.7128| 0.0184|
| Precision_2.0| 0.7235| 0.0078|
| Precision_1.0| 0.4256| 0.1756|
| Precision_3.0| 0.3565| 0.0759|
| F1_1.0| 0.4264| 0.1468|
| F1_0.0| 0.7153| 0.0082|
| F1_3.0| 0.3457| 0.1355|
| F1_2.0| 0.7160| 0.0189|
| Global_F1| 0.5508| 0.0096|
|_______________________________________________|
Done
Done
Starting Evaluation 1: KNN
***parsing log file: lunar01k.log
done with creating one caseBase
***parsing log file: lunar02k.log
done with creating one caseBase
***parsing log file: lunar03k.log
done with creating one caseBase
***parsing log file: lunar04k.log
done with creating one caseBase
***parsing log file: lunar05k.log
done with creating one caseBase
***parsing log file: lunar06k.log
done with creating one caseBase
***parsing log file: lunar07k.log
done with creating one caseBase
***parsing log file: lunar08k.log
done with creating one caseBase
***parsing log file: lunar09k.log
done with creating one caseBase
***parsing log file: lunar10k.log
done with creating one caseBase
Time Taken to load casebases: 2.932 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.08066666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.08208333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.08148333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.08065 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.079 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.08145 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.08143333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.07926666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.07858333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.07806666666666667 min
Total testing time: 0.80285 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7169| 0.0197|
| Classification_Accuracy| 0.7319| 0.0072|
| Recall_1.0| 0.3593| 0.1398|
| Recall_2.0| 0.8163| 0.0227|
| Recall_3.0| 0.2495| 0.1912|
| Precision_0.0| 0.7601| 0.0252|
| Precision_2.0| 0.7200| 0.0099|
| Precision_1.0| 0.5909| 0.2159|
| Precision_3.0| 0.6397| 0.1250|
| F1_1.0| 0.4373| 0.1604|
| F1_0.0| 0.7368| 0.0011|
| F1_3.0| 0.3414| 0.2177|
| F1_2.0| 0.7645| 0.0040|
| Global_F1| 0.5700| 0.0131|
|_______________________________________________|
Done
Done
Starting Evaluation 2: weightedKNN
***parsing log file: lunar01k.log
done with creating one caseBase
***parsing log file: lunar02k.log
done with creating one caseBase
***parsing log file: lunar03k.log
done with creating one caseBase
***parsing log file: lunar04k.log
done with creating one caseBase
***parsing log file: lunar05k.log
done with creating one caseBase
***parsing log file: lunar06k.log
done with creating one caseBase
***parsing log file: lunar07k.log
done with creating one caseBase
***parsing log file: lunar08k.log
done with creating one caseBase
***parsing log file: lunar09k.log
done with creating one caseBase
***parsing log file: lunar10k.log
done with creating one caseBase
Time Taken to load casebases: 2.868 seconds
CaseBase size: 8991
TestBase size: 999
Cycle: 0 - Starting testing...
Testing complete in: 0.08138333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 1 - Starting testing...
Testing complete in: 0.08148333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 2 - Starting testing...
Testing complete in: 0.08016666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 3 - Starting testing...
Testing complete in: 0.0793 min
CaseBase size: 8991
TestBase size: 999
Cycle: 4 - Starting testing...
Testing complete in: 0.07978333333333333 min
CaseBase size: 8991
TestBase size: 999
Cycle: 5 - Starting testing...
Testing complete in: 0.08041666666666666 min
CaseBase size: 8991
TestBase size: 999
Cycle: 6 - Starting testing...
Testing complete in: 0.08188333333333334 min
CaseBase size: 8991
TestBase size: 999
Cycle: 7 - Starting testing...
Testing complete in: 0.08191666666666667 min
CaseBase size: 8991
TestBase size: 999
Cycle: 8 - Starting testing...
Testing complete in: 0.08305 min
CaseBase size: 8991
TestBase size: 999
Cycle: 9 - Starting testing...
Testing complete in: 0.0833 min
Total testing time: 0.8128333333333333 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7061| 0.0165|
| Classification_Accuracy| 0.7364| 0.0097|
| Recall_1.0| 0.3462| 0.1510|
| Recall_2.0| 0.8395| 0.0224|
| Recall_3.0| 0.2192| 0.1876|
| Precision_0.0| 0.7745| 0.0311|
| Precision_2.0| 0.7134| 0.0044|
| Precision_1.0| 0.6546| 0.2336|
| Precision_3.0| 0.7083| 0.1489|
| F1_1.0| 0.4418| 0.1751|
| F1_0.0| 0.7375| 0.0046|
| F1_3.0| 0.3159| 0.2358|
| F1_2.0| 0.7707| 0.0065|
| Global_F1| 0.5665| 0.0124|
|_______________________________________________|
Done
Done