-
Notifications
You must be signed in to change notification settings - Fork 2
Expand file tree
/
Copy pathLunarUnderSample.log
More file actions
328 lines (328 loc) · 10.9 KB
/
LunarUnderSample.log
File metadata and controls
328 lines (328 loc) · 10.9 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
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: 3.052 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.065 seconds
CaseBase size: 5274
TestBase size: 540
Cycle: 0 - Starting testing...
Testing complete in: 0.03208333333333333 min
performing Filtering on the casesbases
time Taken to Filter is 0.027 seconds
CaseBase size: 5022
TestBase size: 551
Cycle: 1 - Starting testing...
Testing complete in: 0.02705 min
performing Filtering on the casesbases
time Taken to Filter is 0.021 seconds
CaseBase size: 4768
TestBase size: 580
Cycle: 2 - Starting testing...
Testing complete in: 0.026916666666666665 min
performing Filtering on the casesbases
time Taken to Filter is 0.016 seconds
CaseBase size: 4556
TestBase size: 568
Cycle: 3 - Starting testing...
Testing complete in: 0.02435 min
performing Filtering on the casesbases
time Taken to Filter is 0.013 seconds
CaseBase size: 4321
TestBase size: 577
Cycle: 4 - Starting testing...
Testing complete in: 0.023683333333333334 min
performing Filtering on the casesbases
time Taken to Filter is 0.012 seconds
CaseBase size: 4108
TestBase size: 588
Cycle: 5 - Starting testing...
Testing complete in: 0.02295 min
performing Filtering on the casesbases
time Taken to Filter is 0.01 seconds
CaseBase size: 3929
TestBase size: 562
Cycle: 6 - Starting testing...
Testing complete in: 0.022116666666666666 min
performing Filtering on the casesbases
time Taken to Filter is 0.009 seconds
CaseBase size: 3679
TestBase size: 594
Cycle: 7 - Starting testing...
Testing complete in: 0.02115 min
performing Filtering on the casesbases
time Taken to Filter is 0.009 seconds
CaseBase size: 3494
TestBase size: 576
Cycle: 8 - Starting testing...
Testing complete in: 0.020633333333333333 min
performing Filtering on the casesbases
time Taken to Filter is 0.007 seconds
CaseBase size: 3244
TestBase size: 578
Cycle: 9 - Starting testing...
Testing complete in: 0.019683333333333334 min
Total testing time: 0.24423333333333333 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.7070| 0.0232|
| Classification_Accuracy| 0.6421| 0.0573|
| Recall_1.0| 0.5496| 0.0374|
| Recall_2.0| 0.6201| 0.1162|
| Recall_3.0| 0.4572| 0.1346|
| Precision_0.0| 0.6851| 0.0212|
| Precision_2.0| 0.6821| 0.0098|
| Precision_1.0| 0.4876| 0.1876|
| Precision_3.0| 0.3973| 0.0436|
| F1_1.0| 0.5116| 0.1332|
| F1_0.0| 0.6944| 0.0207|
| F1_3.0| 0.4180| 0.0247|
| F1_2.0| 0.6473| 0.0641|
| Global_F1| 0.5678| 0.0483|
|_______________________________________________|
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: 2.938 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.028 seconds
CaseBase size: 5274
TestBase size: 540
Cycle: 0 - Starting testing...
Testing complete in: 0.0269 min
performing Filtering on the casesbases
time Taken to Filter is 0.019 seconds
CaseBase size: 5022
TestBase size: 551
Cycle: 1 - Starting testing...
Testing complete in: 0.026216666666666666 min
performing Filtering on the casesbases
time Taken to Filter is 0.016 seconds
CaseBase size: 4768
TestBase size: 580
Cycle: 2 - Starting testing...
Testing complete in: 0.025933333333333333 min
performing Filtering on the casesbases
time Taken to Filter is 0.015 seconds
CaseBase size: 4556
TestBase size: 568
Cycle: 3 - Starting testing...
Testing complete in: 0.024266666666666666 min
performing Filtering on the casesbases
time Taken to Filter is 0.013 seconds
CaseBase size: 4321
TestBase size: 577
Cycle: 4 - Starting testing...
Testing complete in: 0.023 min
performing Filtering on the casesbases
time Taken to Filter is 0.012 seconds
CaseBase size: 4108
TestBase size: 588
Cycle: 5 - Starting testing...
Testing complete in: 0.022066666666666665 min
performing Filtering on the casesbases
time Taken to Filter is 0.011 seconds
CaseBase size: 3929
TestBase size: 562
Cycle: 6 - Starting testing...
Testing complete in: 0.021016666666666666 min
performing Filtering on the casesbases
time Taken to Filter is 0.009 seconds
CaseBase size: 3679
TestBase size: 594
Cycle: 7 - Starting testing...
Testing complete in: 0.020283333333333334 min
performing Filtering on the casesbases
time Taken to Filter is 0.008 seconds
CaseBase size: 3494
TestBase size: 576
Cycle: 8 - Starting testing...
Testing complete in: 0.017816666666666668 min
performing Filtering on the casesbases
time Taken to Filter is 0.007 seconds
CaseBase size: 3244
TestBase size: 578
Cycle: 9 - Starting testing...
Testing complete in: 0.018083333333333333 min
Total testing time: 0.22803333333333334 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.6980| 0.0227|
| Classification_Accuracy| 0.6708| 0.0462|
| Recall_1.0| 0.4987| 0.0840|
| Recall_2.0| 0.7155| 0.0895|
| Recall_3.0| 0.3596| 0.1914|
| Precision_0.0| 0.7187| 0.0318|
| Precision_2.0| 0.6782| 0.0073|
| Precision_1.0| 0.5028| 0.1880|
| Precision_3.0| 0.5065| 0.0329|
| F1_1.0| 0.4930| 0.1351|
| F1_0.0| 0.7070| 0.0259|
| F1_3.0| 0.4013| 0.1081|
| F1_2.0| 0.6949| 0.0472|
| Global_F1| 0.5740| 0.0250|
|_______________________________________________|
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: 2.928 seconds
performing Filtering on the casesbases
time Taken to Filter is 0.03 seconds
CaseBase size: 5274
TestBase size: 540
Cycle: 0 - Starting testing...
Testing complete in: 0.030683333333333333 min
performing Filtering on the casesbases
time Taken to Filter is 0.018 seconds
CaseBase size: 5022
TestBase size: 551
Cycle: 1 - Starting testing...
Testing complete in: 0.02835 min
performing Filtering on the casesbases
time Taken to Filter is 0.018 seconds
CaseBase size: 4768
TestBase size: 580
Cycle: 2 - Starting testing...
Testing complete in: 0.026766666666666668 min
performing Filtering on the casesbases
time Taken to Filter is 0.014 seconds
CaseBase size: 4556
TestBase size: 568
Cycle: 3 - Starting testing...
Testing complete in: 0.025516666666666667 min
performing Filtering on the casesbases
time Taken to Filter is 0.014 seconds
CaseBase size: 4321
TestBase size: 577
Cycle: 4 - Starting testing...
Testing complete in: 0.02315 min
performing Filtering on the casesbases
time Taken to Filter is 0.011 seconds
CaseBase size: 4108
TestBase size: 588
Cycle: 5 - Starting testing...
Testing complete in: 0.023183333333333334 min
performing Filtering on the casesbases
time Taken to Filter is 0.01 seconds
CaseBase size: 3929
TestBase size: 562
Cycle: 6 - Starting testing...
Testing complete in: 0.02095 min
performing Filtering on the casesbases
time Taken to Filter is 0.009 seconds
CaseBase size: 3679
TestBase size: 594
Cycle: 7 - Starting testing...
Testing complete in: 0.020016666666666665 min
performing Filtering on the casesbases
time Taken to Filter is 0.008 seconds
CaseBase size: 3494
TestBase size: 576
Cycle: 8 - Starting testing...
Testing complete in: 0.0188 min
performing Filtering on the casesbases
time Taken to Filter is 0.006 seconds
CaseBase size: 3244
TestBase size: 578
Cycle: 9 - Starting testing...
Testing complete in: 0.018 min
Total testing time: 0.23785 min
Calculating stats...
_________________________________________________
| Performance Measure| Mean| St.Dev|
|-----------------------------------------------|
| Recall_0.0| 0.6690| 0.0109|
| Classification_Accuracy| 0.6882| 0.0204|
| Recall_1.0| 0.4770| 0.1600|
| Recall_2.0| 0.7836| 0.0395|
| Recall_3.0| 0.3513| 0.2609|
| Precision_0.0| 0.7431| 0.0118|
| Precision_2.0| 0.6756| 0.0142|
| Precision_1.0| 0.5796| 0.2546|
| Precision_3.0| 0.5524| 0.0524|
| F1_1.0| 0.5132| 0.1922|
| F1_0.0| 0.7029| 0.0003|
| F1_3.0| 0.4063| 0.1441|
| F1_2.0| 0.7250| 0.0091|
| Global_F1| 0.5868| 0.0142|
|_______________________________________________|
Done
Done