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opKmeans.txt
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siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/bw/jpg5/
Size of image (48, 48)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 2304)
369 (200, 2304)
Done
181 170
15 166 169 182
Accuracy: 0.51566951567
Men Accuracy: 0.0887573964497
Female Accuracy: 0.912087912088
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/bw/jpg4/
Size of image (48, 48)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 2304)
369 (200, 2304)
Done
161 190
49 112 169 182
Accuracy: 0.458689458689
Men Accuracy: 0.289940828402
Female Accuracy: 0.615384615385
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/bw/jpg3/
Size of image (48, 48)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 2304)
369 (200, 2304)
Done
169 182
164 5 169 182
Accuracy: 0.481481481481
Men Accuracy: 0.970414201183
Female Accuracy: 0.0274725274725
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/bw/jpg4/
Size of image (48, 48)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 2304)
369 (200, 2304)
Done
167 184
119 48 169 182
Accuracy: 0.475783475783
Men Accuracy: 0.704142011834
Female Accuracy: 0.263736263736
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/bw/jpg5/
Size of image (48, 48)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 2304)
369 (200, 2304)
Done
185 166
14 171 169 182
Accuracy: 0.527065527066
Men Accuracy: 0.0828402366864
Female Accuracy: 0.93956043956
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/colored/jpg5/
Size of image (140, 140)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 19600)
369 (200, 19600)
Done
185 166
88 97 169 182
Accuracy: 0.527065527066
Men Accuracy: 0.520710059172
Female Accuracy: 0.532967032967
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/colored/jpg4/
Size of image (140, 140)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 19600)
369 (200, 19600)
Done
170 181
169 1 169 182
Accuracy: 0.48433048433
Men Accuracy: 1.0
Female Accuracy: 0.00549450549451
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/colored/jpg3/
Size of image (140, 140)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 19600)
369 (200, 19600)
Done
183 168
10 173 169 182
Accuracy: 0.521367521368
Men Accuracy: 0.0591715976331
Female Accuracy: 0.950549450549
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/colored/jpg2/
Size of image (140, 140)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 19600)
369 (200, 19600)
Done
189 162
23 166 169 182
Accuracy: 0.538461538462
Men Accuracy: 0.136094674556
Female Accuracy: 0.912087912088
siddharth@siddharth-Inspiron-3542:~/Downloads/IIIT/SEM2/SMAI/Project$ python kmeans.py
aligneddataset/colored/jpg1/
Size of image (140, 140)
Total,Males,Females 751 369 382
Total,Males,Females in training data 400 200 200
Total,Males,Females in test data 351 169 182
Called
382 (200, 19600)
369 (200, 19600)
Done
182 169
0 182 169 182
Accuracy: 0.518518518519
Men Accuracy: 0.0
Female Accuracy: 1.0