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319 lines (319 loc) · 10.6 KB
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Starting Performance Evaluation
numlines: 10
file :0 name: mountain01k.log
file :1 name: mountain02k.log
file :2 name: mountain03k.log
file :3 name: mountain04k.log
file :4 name: mountain05k.log
file :5 name: mountain06k.log
file :6 name: mountain07k.log
file :7 name: mountain08k.log
file :8 name: mountain09k.log
file :9 name: mountain10k.log
numlines: 3
reasoner :0 name: ONEKNN
reasoner :1 name: KNN
reasoner :2 name: weightedKNN
Starting Evaluation 0: ONEKNN
***parsing log file: mountain01k.log
done with creating one caseBase
***parsing log file: mountain02k.log
done with creating one caseBase
***parsing log file: mountain03k.log
done with creating one caseBase
***parsing log file: mountain04k.log
done with creating one caseBase
***parsing log file: mountain05k.log
done with creating one caseBase
***parsing log file: mountain06k.log
done with creating one caseBase
***parsing log file: mountain07k.log
done with creating one caseBase
***parsing log file: mountain08k.log
done with creating one caseBase
***parsing log file: mountain09k.log
done with creating one caseBase
***parsing log file: mountain10k.log
done with creating one caseBase
Time Taken to load casebases: 1.471 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.322 seconds
CaseBase size: 215
TestBase size: 56
Cycle: 0 - Starting testing...
Testing complete in: 6.666666666666667E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.175 seconds
CaseBase size: 213
TestBase size: 57
Cycle: 1 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.145 seconds
CaseBase size: 202
TestBase size: 50
Cycle: 2 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.154 seconds
CaseBase size: 220
TestBase size: 60
Cycle: 3 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.149 seconds
CaseBase size: 215
TestBase size: 63
Cycle: 4 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.144 seconds
CaseBase size: 221
TestBase size: 53
Cycle: 5 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.146 seconds
CaseBase size: 212
TestBase size: 61
Cycle: 6 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.13 seconds
CaseBase size: 192
TestBase size: 64
Cycle: 7 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.12 seconds
CaseBase size: 191
TestBase size: 58
Cycle: 8 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.132 seconds
CaseBase size: 199
TestBase size: 57
Cycle: 9 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
Total testing time: 0.0277 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| F1_2.0| 0.8582| 0.0777|
| Recall_0.0| 0.8842| 0.0047|
| Classification_Accuracy| 0.8549| 0.0479|
| Recall_1.0| 0.8466| 0.0105|
| Global_F1| 0.8498| 0.0471|
| Recall_2.0| 0.8227| 0.1270|
| Precision_0.0| 0.8334| 0.0592|
| Precision_2.0| 0.9057| 0.0168|
| Precision_1.0| 0.8403| 0.0903|
| F1_1.0| 0.8356| 0.0356|
| F1_0.0| 0.8556| 0.0280|
|_______________________________________________|
Done
Done
Starting Evaluation 1: KNN
***parsing log file: mountain01k.log
done with creating one caseBase
***parsing log file: mountain02k.log
done with creating one caseBase
***parsing log file: mountain03k.log
done with creating one caseBase
***parsing log file: mountain04k.log
done with creating one caseBase
***parsing log file: mountain05k.log
done with creating one caseBase
***parsing log file: mountain06k.log
done with creating one caseBase
***parsing log file: mountain07k.log
done with creating one caseBase
***parsing log file: mountain08k.log
done with creating one caseBase
***parsing log file: mountain09k.log
done with creating one caseBase
***parsing log file: mountain10k.log
done with creating one caseBase
Time Taken to load casebases: 1.364 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.164 seconds
CaseBase size: 213
TestBase size: 61
Cycle: 0 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.185 seconds
CaseBase size: 212
TestBase size: 54
Cycle: 1 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.181 seconds
CaseBase size: 203
TestBase size: 47
Cycle: 2 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.145 seconds
CaseBase size: 203
TestBase size: 61
Cycle: 3 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.111 seconds
CaseBase size: 177
TestBase size: 56
Cycle: 4 - Starting testing...
Testing complete in: 1.6666666666666667E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.135 seconds
CaseBase size: 212
TestBase size: 62
Cycle: 5 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.104 seconds
CaseBase size: 179
TestBase size: 62
Cycle: 6 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.105 seconds
CaseBase size: 178
TestBase size: 63
Cycle: 7 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.115 seconds
CaseBase size: 192
TestBase size: 61
Cycle: 8 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.096 seconds
CaseBase size: 175
TestBase size: 61
Cycle: 9 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
Total testing time: 0.022866666666666667 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| F1_2.0| 0.8224| 0.0404|
| Recall_0.0| 0.8067| 0.0333|
| Classification_Accuracy| 0.8256| 0.0268|
| Recall_1.0| 0.8087| 0.0095|
| Global_F1| 0.8243| 0.0217|
| Recall_2.0| 0.8486| 0.0314|
| Precision_0.0| 0.8511| 0.0239|
| Precision_2.0| 0.8028| 0.0434|
| Precision_1.0| 0.8585| 0.0403|
| F1_1.0| 0.8255| 0.0073|
| F1_0.0| 0.8251| 0.0320|
|_______________________________________________|
Done
Done
Starting Evaluation 2: weightedKNN
***parsing log file: mountain01k.log
done with creating one caseBase
***parsing log file: mountain02k.log
done with creating one caseBase
***parsing log file: mountain03k.log
done with creating one caseBase
***parsing log file: mountain04k.log
done with creating one caseBase
***parsing log file: mountain05k.log
done with creating one caseBase
***parsing log file: mountain06k.log
done with creating one caseBase
***parsing log file: mountain07k.log
done with creating one caseBase
***parsing log file: mountain08k.log
done with creating one caseBase
***parsing log file: mountain09k.log
done with creating one caseBase
***parsing log file: mountain10k.log
done with creating one caseBase
Time Taken to load casebases: 1.274 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.155 seconds
CaseBase size: 202
TestBase size: 60
Cycle: 0 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.167 seconds
CaseBase size: 218
TestBase size: 66
Cycle: 1 - Starting testing...
Testing complete in: 5.0E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.142 seconds
CaseBase size: 208
TestBase size: 56
Cycle: 2 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.142 seconds
CaseBase size: 212
TestBase size: 54
Cycle: 3 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.118 seconds
CaseBase size: 187
TestBase size: 60
Cycle: 4 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.128 seconds
CaseBase size: 206
TestBase size: 66
Cycle: 5 - Starting testing...
Testing complete in: 1.1666666666666667E-4 min
performing Filtering on the casesbases
time Taken to Filter is 0.118 seconds
CaseBase size: 193
TestBase size: 63
Cycle: 6 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.113 seconds
CaseBase size: 192
TestBase size: 61
Cycle: 7 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.107 seconds
CaseBase size: 186
TestBase size: 58
Cycle: 8 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
performing Filtering on the casesbases
time Taken to Filter is 0.097 seconds
CaseBase size: 178
TestBase size: 60
Cycle: 9 - Starting testing...
Testing complete in: 3.3333333333333335E-5 min
Total testing time: 0.022033333333333332 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| F1_2.0| 0.8448| 0.0302|
| Recall_0.0| 0.8289| 0.0229|
| Classification_Accuracy| 0.8351| 0.0149|
| Recall_1.0| 0.8110| 0.0640|
| Global_F1| 0.8220| 0.0128|
| Recall_2.0| 0.8545| 0.0145|
| Precision_0.0| 0.8616| 0.0097|
| Precision_2.0| 0.8481| 0.0649|
| Precision_1.0| 0.7708| 0.0708|
| F1_1.0| 0.7810| 0.0033|
| F1_0.0| 0.8403| 0.0116|
|_______________________________________________|
Done
Done