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200.txt
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200.txt
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Please Wait .....
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.06922888756 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.8697271347 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 99.99637641772657 %
--- 9.82623100281 seconds ---
Precision : 0.5836120401337793
Recall : 0.5836120401337793
f1 Socre : 0.5836120401337793
[1 0 1 1 0 0 0 0 1 0 1 1 1 1 1 0 0 0 1 1 1 0 1 0 0 0 1 0 1 0 0 1 1 1 0 0 1
0 0 1 1 1 0 1 0 1 1 1 0 1 1 0 1 1 1 0 0 1 0 1 0 1 1 1 0 0 0 1 1 0 1 0 1 0
0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 1 1 0 1 0 0 0
0 0 0 0 1 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0
0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 1 1 1 0 0 0 1 0 0 1 1 0 0 1 0 1
0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1 0
1 0 1 0 1 1 1 0 1 1 0 1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 1 0 0 0 0 1 0 1 1 1 1
0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 1 1 0 0 0 0 1 0 1 1 0 1 0 0 1 1 1 1 1 0
0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 1 1 0 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 1
0 0 1 0 0 1 1 1 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 1 0 1 0 0 1 1 1 1 0 1 1 0 1
0 0 0 0 1 1 1 0 0 0 1 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 0 0
0 0 1 1 1 1 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 0 0 0 1 0 0 0 1 1 0 0 1 1 1 1 0
1 0 1 0 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 1 1 0 1 0 0 1
0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1 1 1 1 1 0
1 1 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 1 1 1 1 1 0 1 1 0 1 0 0 0 0 0
1 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 0 0 1 0 1 0 0 0 0 0
0 1 0 0 0 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.30679297447 seconds ---
Precision : 0.5888888888888889
Recall : 0.5888888888888889
f1 Socre : 0.5888888888888889
[1 1 0 0 1 1 1 1 0 0 1 0 1 1 1 0 0 0 0 0 1 1 0 0 1 0 1 1 0 1 0 1 0 1 1 1 0
0 0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 1 0 0 1 1
0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 0 0 0 0 0 0 1
0 1 1 1 0 0 1 0 0 0 1 0 1 0 0 1 0 1 0 0 0 1 0 1 1 0 0 0 1 1 1 1 0 1 0 0 1
0 0 0 1 1 0 0 0 1 1 1 0 1 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 1 1 0 1 0 0 1 0 1
0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0
1 0 1 1 1 1 0 1 0 0 1 1 0 0 0 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 1
1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0
0 1 0 0 0 0 1 0 1 1 0 1 0 0 0 0 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 1 0 1 1 0 1
0 1 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 0 1 1 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 1 0
1 1 1 0 0 0 0 1 0 0 1 0 0 1 0 1 0 0 0 1 1 1 0 0 1 1 0 1 1 1 0 0 0 0 1 0 1
0 0 0 1 1 0 1 0 1 0 1 1 1 1 0 0 1 0 1 1 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 1 0
0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 0 1 1 0 0 0
0 1 1 1 0 0 1 1 1 0 1 0 0 1 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 0 1 1 0 0 1 0
0 0 1 1 0 0 0 1 1 0 1 1 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0
1 0 1 1 1 1 1 0 1 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 1 1 0 1 1 1 1 0 1 1 1
1 1 0 0 0 0 1 1 1 1 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1 1 0 1 1 1 0 0 0 1 0
0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 14.5093209743 seconds ---
Precision : 0.5248344370860927
Recall : 0.5248344370860927
f1 Socre : 0.5248344370860927
[0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 1 0 1 0 0 1 1 1 1 0 1 0 1 1 0 1 0 0 0 1
1 1 0 0 1 0 1 0 0 0 1 1 1 1 1 1 0 0 1 1 0 1 1 0 1 1 0 0 0 0 1 0 1 1 1 1 1
1 0 0 0 1 1 1 0 0 1 1 1 0 0 1 0 1 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0 1 1
0 1 1 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 1 1 1 0 1 0 1 1 0 1 0 1
1 1 1 1 0 0 0 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 1 0 1 1 0 0 0 0 1 1 0 0 1 1 0
1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 0 0 0 1 0 1 0 0 0
1 1 0 0 1 0 0 1 1 1 1 0 0 1 1 1 0 1 0 0 1 0 0 1 0 0 0 0 1 1 1 0 1 0 0 0 1
0 0 1 0 1 1 0 0 0 0 0 0 1 1 1 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 0 0 0 0 1 1 1
0 0 0 1 0 0 1 1 0 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1
1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 0 1 1 0 1 1 0 1 1 1 0 1 0 0 0 1 1 0 0 0 1 0
1 1 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 1 0 1 0 0 0 0 1 1 0 1 1 0 1
0 1 1 1 0 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 1 1 1 0 0 0 0 1 0 0 0 1 0 1
0 0 0 1 1 0 1 1 1 1 0 0 1 0 1 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 1 0 1 0 1 1 1
1 1 1 0 0 1 0 0 1 0 0 1 1 1 0 0 1 1 0 1 0 1 1 1 0 1 0 0 1 1 1 1 1 0 1 1 0
0 0 0 0 1 0 0 1 0 0 1 1 0 1 0 1 1 1 0 1 1 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 1
0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 0 0 1 0 1 1 0 1 1 1
1 1 0 0 1 1 1 1 0 1 1 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 12.5975990295 seconds ---
Precision : 0.5756972111553785
Recall : 0.5756972111553785
f1 Socre : 0.5756972111553785
[0 0 1 1 0 1 1 1 1 1 1 0 1 0 0 0 0 1 1 0 1 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0
0 0 1 0 0 1 1 1 0 1 0 1 0 0 1 1 1 1 0 1 0 1 0 1 1 0 0 1 1 1 0 0 0 0 0 1 1
0 0 1 0 0 1 0 0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1 1 1 1 0 0 1 0
1 1 0 1 0 0 1 0 0 0 0 1 1 0 1 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 0 0 0 1 1 0 1
0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 1 0 1 1 1 0
0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 1 1 0 0 0 0 0 1
0 1 0 0 1 1 0 1 1 1 1 1 0 1 0 1 0 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 1 1
0 1 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 1 0 1 1 0 1 0 1 0 1 1 0 0
0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 1 0 1 0 1 1 0 1 0 0 1 0 0 0 1 0 1 1 1 0 0 0
0 1 0 0 1 1 0 1 0 1 1 1 0 0 1 0 0 0 1 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 1 0 0
1 1 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 0
1 1 0 1 0 0 0 1 0 0 1 1 1 0 1 1 1 0 0 0 1 0 1 1 0 0 0 0 0 1 0 1 0 1 0 0 0
0 1 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0
0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 0 1 1 1 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.2574968338 seconds ---
Precision : 0.5763636363636364
Recall : 0.5763636363636364
f1 Socre : 0.5763636363636364
[1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 1 0 0
0 0 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 1 1
0 0 0 1 0 0 0 1 1 0 0 1 0 1 0 1 1 0 1 1 1 0 0 1 0 0 0 0 1 1 1 0 0 1 0 0 1
0 1 0 1 0 1 0 0 0 0 0 1 1 0 1 1 1 0 1 0 0 1 1 1 0 1 0 0 0 0 0 1 0 0 0 0 1
1 0 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 1 1 0
0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 1 0 1 0 1 1 0 0 0 0 0 1 0 1 1 0 1 1 1 0
0 1 1 1 0 1 0 0 0 1 1 1 1 0 0 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 1 1 0 0 1 0 1
0 1 0 0 1 0 1 1 0 1 0 0 1 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0 1
1 1 1 1 0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 1 1 0 0 1 1 0 1 0 1 0 0 0 1
0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 1 1 0 0 0 1 1 0 1 1 0 1 0 1 1 0
1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 1 1 1 1 1 0 1 0 1 1 0 0 0 0 1 0 1 0 1 0
0 1 0 1 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 1 1 0 0 1 1 0 1 1
0 1 1 0 0 0 1 0 1 1 1 0 1 1 1 1 0 1 1 1 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 1 0
0 1 1 0 0 0 1 1 1 1 1 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0
1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 1 1 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 15.1886639595 seconds ---
Precision : 0.6214285714285714
Recall : 0.6214285714285714
f1 Socre : 0.6214285714285714
[0 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 0 1 0 1 1 0 0 1 1 1 1 0 0 0 1 0 0 0 0 1 0
0 1 0 1 1 0 0 1 0 0 0 1 1 1 0 1 1 1 1 0 1 1 1 0 0 0 1 0 0 1 0 0 1 0 1 0 1
0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 1 0 1 0 0 0 0 1 1 0 0
1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 1 0 1 1 1 1 1 0 0 0 0 1 0 0 0 0 0 1 1
1 1 1 0 0 1 1 0 1 1 1 0 1 1 1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0
0 0 1 0 1 1 0 0 1 1 0 0 0 1 0 1 0 0 1 1 1 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0
1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1
1 0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 1 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0
0 0 1 0 0 1 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 0 0 1 0 1 1 1
0 1 0 0 1 0 0 1 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 1 0 1 0 0 1
0 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 0 0 1 1 1 1 0 0 0 1 1 0
0 1 0 0 1 1 0 0 1 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0
0 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0
1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 1 0 1 0 0 1 1
1 1 1 0 0 1 1 1 0 0 1 1 0 0 0 0 1 0 1 0 1 1 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0
1 0 0 0 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 11.9477989674 seconds ---
Precision : 0.6056338028169014
Recall : 0.6056338028169014
f1 Socre : 0.6056338028169014
[0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 1 0 0 1 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 1 1 1
0 0 1 0 1 0 0 0 1 0 0 0 1 1 0 1 1 0 1 1 0 1 0 0 0 1 1 1 0 0 0 0 1 1 1 0 1
1 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0
0 0 1 0 0 0 1 0 1 0 1 0 1 0 1 1 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 1 1 0 0
0 1 0 0 1 1 1 1 0 1 1 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 1 0 1 0 1 0 1 1 0 1 1
0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 0 1 0 0 1 0 0 0 0
0 1 1 1 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 0 1 1 1
1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 1 0 1 0 1 0 0 1 0 1 0 0 0 1 1 0 0 0
0 0 1 1 0 0 1 1 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1 0 0 0 0
0 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 0 0 0 0 1 0 1 0 1 1 0 1 0 0 1 0 0 1 0 1 0
0 0 0 1 0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 1 0 1 1 0 1 0
0 0 1 1 1 0 1 0 1 1 0 0 0 0 0 0 1 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.28527998924 seconds ---
Precision : 0.5814432989690722
Recall : 0.5814432989690722
f1 Socre : 0.5814432989690722
[0 1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 0 1 0 0 1 0
1 0 1 0 1 0 0 1 1 0 0 1 0 1 1 1 1 0 1 1 0 1 0 1 0 0 0 0 1 0 1 0 1 1 1 1 1
1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 1 0 0 1 1 1 1 1 1 0 0 0 1 1 1 1 0 0
0 1 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0
1 0 1 1 0 0 0 1 1 1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 1 1 0 0 0 1 1 0 1 1 1 0 1
1 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 1 0 1
1 0 0 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 0 0 1 1 1 1 0
0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 0 1 1 1 0 1 0 0 0 0 0 0 1 1 1 0 1 1 0 1 0 1
1 0 0 0 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 0 1 0 0 0 0 1 0 0 1 1
0 1 0 1 0 1 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 1 0 0 1 1 0 1 1 1 1 0 0
0 0 0 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0
0 0 0 1 0 1 0 1 0 1 0 0 0 0 1 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0
0 1 0 0 0 0 1 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 1
0 0 1 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 12.0848710537 seconds ---
Precision : 0.5610200364298725
Recall : 0.5610200364298725
f1 Socre : 0.5610200364298725
[1 0 0 0 1 0 1 0 1 1 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 0 0
1 0 1 0 0 0 1 1 0 1 0 0 1 1 1 0 1 1 1 0 1 1 1 1 1 0 0 1 1 1 1 0 1 1 0 0 1
1 1 1 1 1 0 1 1 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 1 1 0 0 0 0 1
1 1 0 0 1 1 0 1 0 1 1 0 0 0 1 1 1 1 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 1 1 0
0 1 1 1 0 0 1 1 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 1 0
1 0 0 1 0 0 1 1 1 0 0 0 0 0 0 0 1 0 1 1 1 1 1 0 1 0 0 0 1 0 0 0 0 1 0 1 1
0 0 0 1 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 1 0 0
0 1 0 1 0 1 1 0 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 1 1 1 1 0 0 1 1 0 0 1 1
1 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0 1 0 0 0 1 1 0 0 1 0 0 1 0 1 0 0 1 1
0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 0 0 1 1 0 1
0 0 0 0 1 0 1 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 1 1 1 0 1 0 0 1 0 1 0 1 0 1 1
0 1 0 0 0 1 0 0 0 1 1 1 1 0 1 0 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 1 0 0 1
0 1 0 0 1 0 0 0 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0 0 1 0 0 0 0 1 1 1 1 0 1 1 0
1 0 0 1 1 0 1 1 0 1 1 0 1 0 1 1 0 0 1 0 1 1 1 0 1 0 0 1 0 1 0 1 0 0 0 0 0
1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.60852789879 seconds ---
Precision : 0.5840130505709625
Recall : 0.5840130505709625
f1 Socre : 0.5840130505709625
[0 0 1 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 1 0 1 0 1 0
1 1 1 1 1 0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0
0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1 1 0 0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 0
1 0 1 0 1 0 1 0 0 0 0 0 1 1 0 0 1 1 1 1 1 0 0 1 0 1 1 0 0 0 0 1 1 1 0 1 0
0 1 0 1 0 0 1 0 1 0 0 1 1 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1 1 0 1
0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 0
0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0
0 0 0 1 1 1 0 1 0 0 0 1 1 1 0 1 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 0 1 1 1 0 0
0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 1 1 1 0 0 1 0 1 0 0 1 1 0 1 0 1
1 0 1 1 1 0 0 0 0 1 1 1 1 0 1 0 0 0 1 1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 1 1 0
1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 1 0 1 1 1 0 1 1 0 0 0 0 1 1 0 0
1 1 1 1 1 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 1 1 0 1 1 0
1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0
0 0 0 1 0 0 1 1 0 1 0 1 0 0 1 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0
1 0 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 0 0 1 1 1 1 0 1 1 0 0 0 1 0 1 1 0 1 1 1
0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0 1 1 0 1 0 1 1 0 1 1 0 1 0 0 1 0 1 1 0 0
0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 1 1 0 0]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 10.0714030266 seconds ---
Precision : 0.5974025974025974
Recall : 0.5974025974025974
f1 Socre : 0.5974025974025974
[1 1 0 1 0 0 1 0 1 0 1 0 0 1 1 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 1 0 0 0 1 0 0
1 0 0 0 0 0 1 1 0 1 1 1 1 1 0 1 1 0 1 0 1 0 0 0 1 0 0 1 0 0 1 0 0 0 1 1 0
0 1 0 0 0 0 1 1 1 0 1 1 1 0 0 1 0 1 0 0 0 0 0 1 1 0 1 0 1 1 1 0 0 0 0 1 0
1 1 0 1 1 0 0 0 1 1 0 1 0 1 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 1 1 1 0 1 1 1 1
0 1 0 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 1 0
1 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0
1 0 1 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 0 0 0 0 0 1 0 0
1 0 0 1 1 1 0 0 0 0 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 0 1 1 1 1 0 1 0 1 0 0 0
1 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0
0 1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 1 0 0 1 0
1 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 0 1 0 1 0 1 1 0 0 1 0 1 0 1 1 0 0 1 1 0
1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 1 1 1 1 0 1 1 0 1 0 1 0 1 0 0 0 0 0
1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 1 1 1 1 0 1 0 1 1 1 0 0 0 0 1 0
0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 1 1 0 1 0 0 1
0 1 0 0 0 1 1 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 1 0 1 1
1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 1 1 1 0 0 0 1 0 0 1 0 1 0
1 1 0 0 1 0 1 0 1 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 1
0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 1 1 1 0 1 1 1 0 0 0 0 0 1
1 1 0 1 0 1 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 99.99637904189449 %
--- 9.19413709641 seconds ---
Precision : 0.5922330097087378
Recall : 0.5922330097087378
f1 Socre : 0.5922330097087378
[1 1 0 0 1 0 0 1 0 0 1 0 1 0 1 0 1 0 1 0 1 0 1 1 0 0 1 1 0 0 0 1 0 1 1 0 0
0 0 1 1 0 0 1 1 1 0 0 1 1 0 0 1 1 1 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0
0 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 1 0 0 0 1 0 1 0
0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 0 1 1 1 0 1
1 1 0 1 1 1 0 0 1 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 1 0
1 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 1 1 0 0 1 0 0 0 1 1 0 1 0
0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 0 1 1 0 1 1 0 1 0 1
1 0 0 0 0 1 1 0 1 0 0 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 0 1 0 1
1 0 0 1 0 0 0 1 1 0 0 1 0 0 1 0 1 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0
1 1 0 0 0 1 1 0 1 0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1
0 1 1 0 1 0 0 0 1 0 0 0 0 1 0 1 1 0 1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1
1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0 0 0 0 0 1 0 0 1 1 1 0 0 1
1 1 0 0 1 1 0 1 0 0 0 0 0 1 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 0 0 1 0 1 0 1
0 0 0 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 1 1 0
1 0 0 0 1 0 1 1 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 1 1 1 0 1 0 0 1 0 0
0 1 1 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0
1 0 0 0 1 0 1 1 0 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1 0]
Done
----------------- data ready to process -----------------
Accuracy : 99.99640727168212 %
--- 9.50995206833 seconds ---
Precision : 0.5688622754491018
Recall : 0.5688622754491018
f1 Socre : 0.5688622754491018
[1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 1 0 0 1 1 1 0 1 1 0 1 0 0
0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1
0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 1 1 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1
0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 1 1 0 0 0 1 0 0 1 1 1 1 0 1 0
1 0 0 0 0 1 0 0 1 0 1 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1
0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 1 1 0 1 0 1 1 0 0 1 1 0 0 1 1 0 1 0 1 0 0 1
0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 0 1 0 1 0 0 1 1 1 1 0 0 1 0 1 1
0 1 0 1 0 0 1 1 0 0 1 0 0 1 0 1 0 0 0 1 0 1 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1
1 0 1 0 0 0 0 0 0 0 0 1 0 1 1 1 0 1 1 1 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 1 0
1 1 0 0 0 1 1 1 0 1 1 0 1 0 1 1 0 0 0 0 1 1 0 1 1 1 0 0 0 1 0 0 0 1 0 0 0
1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 1
0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 0 1 1 0 1 1 1 1 1 0 1 1 0 0 0 1 0 1 1 0 1 0
1 0 0 0 1 1 0 0 1 0 1 1 0 0 0 1 1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 1 0 0 0 0
0 1 1 0 0 0 0 1 0 1 1 0 1 1 0 1 1 0 1 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1 1 0
1 0 0 0 0 0 1 0 1 0 1 1 0 0 0 1 1 0 1 1 1 0 1 1 1 1 0 0 0 0 1 1 0 0 1 1 1
0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0 1 1 1 1 1 0 0 0 1 1 0 0 0 1 0 1
0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 1 1 1 0 0 1 0 0 1 1 1 1 0 0 1 0 0 1
0 0 1 0 1 0 1 1 1 0 1 0 0 0 0 1 0 0 0 1 1 0 1 0 1 1 0 1 0 0 1 0 0 1 1 0 1
0 0 0 1 1 1 1 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 0 1 0 1 1 0 1 0 0 1 1 1 1
0 0 1 0 0 0 0 0 1 0 1 1 0 0 0 1 0 1 0 1 0 0 1 1 1 0 1 1 1 1 0 0 1 0 0 0 1
1 0 1 1 0 1 1 1 1 1 0 0 0 1 0 0 0 0 0 1 1 1 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0
1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 0 1 1 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0
0 1 1 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 10.4238319397 seconds ---
Precision : 0.5741239892183289
Recall : 0.5741239892183289
f1 Socre : 0.5741239892183289
[0 0 0 1 1 0 1 1 1 0 0 0 1 0 1 1 1 1 0 0 1 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0
1 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 0 0
0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 0 1 0 1 1 0 0 0 1 0
0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 1 0 0 1 1 0 0 1 0 1 1
0 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 1 0 1 1 0 0 1 0 1 1 0 1 1 0 1 0 0 0 0
1 1 1 0 0 0 0 1 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1
0 1 0 1 0 1 1 0 1 1 0 0 0 1 0 0 1 0 0 1 0 0 0 1 0 1 0 1 1 0 1 1 1 1 0 0 1
0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 0 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 1 0
0 1 0 1 0 0 0 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 1 1 0 1 1 1 1 1 0 0 1 0
0 1 1 0 0 0 0 1 0 0 1 1 1 1 0 0 1 1 1 0 1 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0
1 0 1 0 1 0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1
0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 1 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 0 1 0 0 1
0 1 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 1 0 1 1
1 0 1 1 1 0 0 1 1 1 1 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1
1 1 1 0 0 1 1 0 1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 0 1
1 0 0 0 1 1 1 0 1 0 0 0 1 0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0
1 0 1 1 1 0 0 0 1 0 0 0 0 1 0 1 1 1 1 1 0 0 0 0 1 0 1 0 1 0 1 0 1 1 1 0 1
0 1 0 1 1 1 1 1 0 0 1 1 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 1 1 1 1 0 1 0 0 0 1
1 1 1 0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0 0 1 0 0 0 0 0
0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 1 0 1 1 0 1 1
1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 12.0910820961 seconds ---
Precision : 0.5880281690140845
Recall : 0.5880281690140845
f1 Socre : 0.5880281690140845
[0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 0
1 0 0 1 0 0 1 0 0 1 1 1 1 1 1 0 1 1 1 0 0 1 0 0 1 0 0 1 1 0 1 0 0 1 0 1 0
0 1 1 0 1 0 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 1 0 0 0 1 1 1 1 1 0 1 1 1 0 0 1
0 0 1 0 1 0 0 0 1 1 0 0 1 1 1 1 1 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 0 1
1 0 1 0 1 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 1 1 1 1 1 0
0 1 0 1 1 1 0 1 0 0 0 1 1 1 1 0 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0
0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 1 0 1 1 1 1 0 0 0 0 0 1 0
1 0 0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 0 1 0 1 0 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0
0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 1
0 1 0 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 1 1
1 0 1 0 0 1 0 0 1 0 1 1 1 1 1 1 0 1 0 1 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 0 1
0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 1 1 1 0 1 0 1 0 1 0 0 0 1 1 0 0 0
0 0 0 0 1 0 0 1 1 1 0 0 1 0 1 0 1 0 0 1 1 0 1 0 0 1 1 1 1 0 0 1 0 0 1 1 1
0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 1 1 0 1 0 1 1 1 0 0 1 1 0 0 0 0 0 1 0 1 0
1 0 0 0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 1 1
0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 0 1 1 1 1
0 0 1 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1 0 0 1 0 0 0
0 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 1 1 1 0
0 0 0 1 0 1 1 0 0 1 0 0 1 0 0 1 1 0 0 0 1 1 1 1 1 1 0 0 0 0 1 1 0 0 1 1 0
0 0 0 1 1 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 1 1 1 0 0 0 1 0
0 1 1 1 1 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 0 0
0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1 0 1
0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 0 1 0 1 1 1 0 1 1 1 1 1 0 1
1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.65681290627 seconds ---
Precision : 0.5760517799352751
Recall : 0.5760517799352751
f1 Socre : 0.5760517799352751
[1 1 0 1 0 0 0 0 1 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 1 0 0 1 1
1 1 1 1 0 0 0 1 0 1 1 1 1 0 0 0 1 0 1 1 1 0 1 0 1 0 0 0 1 0 1 1 0 1 0 1 0
1 0 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0
1 0 1 0 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 1 1 0 0 1 0 0 1 1 0 1 0 0 1 0 1 0 0
0 0 0 0 0 1 1 0 0 1 0 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0
1 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 1 1 1 1
0 1 1 0 1 1 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 0 0 0 1 0 0 0 1 1 0 1 0 1 1 0 1
0 0 0 1 1 0 1 0 1 0 1 0 0 0 1 1 0 0 0 1 1 1 0 0 1 0 0 1 1 1 0 0 1 0 0 0 1
0 1 0 1 0 1 1 0 0 0 1 1 1 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0
0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0
1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 1
0 0 1 1 1 0 1 0 0 1 0 0 0 1 0 1 0 1 1 0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 0 0 0
1 1 0 1 0 0 0 1 1 0 1 0 1 1 1 0 1 1 1 0 0 1 0 0 0 1 1 1 1 1 1 0 0 1 0 0 0
1 1 1 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 1 0 0 0 1 1 0 0 1 1
0 1 0 0 0 0 1 0 1 1 0 0 0 0 1 1 0 1 0 0 0 0 1 1 0 0 1 1 0 1 1 0 0 1 1 0 1
1 1 1 1 0 1 0 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0
0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 1 0 0 1 1 1 1 0 1 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 99.99640067667278 %
--- 11.9412851334 seconds ---
Precision : 0.5918367346938775
Recall : 0.5918367346938775
f1 Socre : 0.5918367346938775
[0 1 1 1 1 0 1 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0
1 1 1 1 0 1 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 0 1 1 1 0 1 0 0 0
0 1 1 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0 1 1 1 0 1 0 0 1 0 1 0 0 1 1 1 0 1 1
0 1 0 1 1 1 1 0 0 0 0 1 0 1 0 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 1
0 1 0 1 1 0 1 0 1 1 1 1 1 0 1 1 1 0 0 0 1 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0 0
1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 1 1 0 0
0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 1 1 0 1 1 0 1 1
1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1
1 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1
1 1 1 1 1 1 1 0 1 1 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 1
1 1 0 0 0 1 1 0 0 1 0 1 1 0 1 0 1 1 0 0 0 0 1 1 0 0 1 0 1 0 0 1 0 0 0 1 0
0 0 1 1 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0
1 1 0 0 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 0
1 0 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0 1
1 1 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0 1 1 0 0 0 0 0
1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 1 1 0 0 0
0 0 1 0 1 1 1 1 1 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 0 1 0 0 1 0 0 1 1 0 0 0 0
1 1 0 1 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0
1 1 1 0 0 1 1 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 1 0 1 0 1 1 0 1
1 0 1 1 0 0 0 0 1 0 0 1 1 1 1 0 0 0 1 1 1 0 0 1 0 0 0 0 1 1 1 1 1 1 0 0 0
0 1 0 1 1 0 1 0 1 0 0 0 1 0 0 0 0 1 1 1 0 1 0 0 1 0 0 1 1 0 1 1 1 1 0 1 0
0 0 1 1 1 0 1]
Done
----------------- data ready to process -----------------
Accuracy : 99.99638414810529 %
--- 9.40536999702 seconds ---
Precision : 0.5768645357686454
Recall : 0.5768645357686454
f1 Socre : 0.5768645357686454
[0 0 1 0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 1
1 0 0 1 0 1 1 1 0 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 1 1 0
0 1 0 1 1 0 0 0 0 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 0 1 1 0 0 0 0 0 0 1 1 0
0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 1 0 0 1 1 1 1 1 0 1 1 0
0 0 0 0 0 1 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 1 0 0 1 0 1 0
1 0 1 0 0 1 0 0 1 1 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0
1 0 0 1 0 1 1 1 1 0 1 1 1 0 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0
1 0 1 0 1 1 1 0 1 0 1 1 1 0 1 0 0 0 1 1 1 1 0 1 1 1 0 1 1 0 0 0 0 1 1 0 0
0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 1 1 0 1 1 0 0 1 0 1 1 0 1 0 0 0 0 1
0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 1 0 1 1 0 0 0 1 1 0 0 1 0 1 1 1 0
1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 1 1 0 1 1 1 1 0 0 0 0
1 1 0 0 1 1 1 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 1
0 1 1 0 0 1 1 0 0 0 0 0 1 1 0 0 0 0 1 0 1 1 1 1 0 0 1 1 0 0 1 0 0 1 0 1 1
1 1 0 0 0 1 1 0 0 1 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 0 1 1
1 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 1
1 0 0 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0
1 0 0 1 1 0 1 1 0 0 1 1 0 0 0 0 1 1 1 1 0 1 0 1 0 1 0 0 1 0 1 1 1 0 1 0 1
1 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 0 1 0 0 0 0 0 1 0 1 0 1]
Done
----------------- data ready to process -----------------
Accuracy : 99.99640184225676 %
--- 9.56500220299 seconds ---
Precision : 0.5914249684741488
Recall : 0.5914249684741488
f1 Socre : 0.5914249684741488
[0 0 0 1 1 0 1 0 1 1 0 0 1 1 1 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 0 0 1 1 0 1 1
0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 1 0 1 1 1 1 1 0 1 0 0 1 1 0 0 1 0 0 1 1 1 1
1 1 1 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 1 1 1 0 1 0 0 1 1 0 1 1 0 0 0 1 0 1 0
1 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 0 0 0 1 0 1 1 0 1
0 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1 0 1 1 1 1 1 0 0 0 1 1 0 1 1 0 0 1 0 0 1 0
1 0 0 1 1 1 0 1 0 0 1 0 1 0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0
0 1 0 1 1 0 0 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 1 1 1 1 0 0 1 0 0 0 0 0 0 0 1
0 0 0 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 1 1 1 0 0 1 1 1
1 0 0 1 0 1 1 1 0 0 1 1 1 0 0 1 0 0 1 1 0 1 0 0 0 1 1 0 1 1 0 1 0 1 0 0 1
1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 0 0
0 1 0 0 0 0 1 0 0 0 0 1 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1
0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 1 1 1 0 0 0 1 1 0 1 1 0 0
0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 0 0 0
1 0 0 0 0 0 0 1 1 1 0 0 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0
0 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 1 1 1 0 0 1 0
0 0 1 0 1 1 0 0 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1
1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 0 0
0 0 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1 1 1 1 1 0 0 0
0 0 0 0 1 0 0 1 0 1 1 1 0 1 1 1 1 0 0 1 0 1 1 1 0 1 0 0 0 0 1 0 1 1 0 0 0
1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 0
0 0 1 0 1 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0
0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.16530418396 seconds ---
Precision : 0.603641456582633
Recall : 0.603641456582633
f1 Socre : 0.603641456582633
[0 0 0 1 1 1 1 0 0 0 1 1 1 0 0 1 1 0 1 1 0 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 0
0 0 0 0 1 0 0 1 0 1 0 0 0 0 1 0 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 1 1 0 0 1 0
0 1 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1
1 0 1 1 1 0 0 0 0 1 1 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1 0 0
1 0 1 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 1 0 1 1 0 1 1 1 1 1
0 0 0 1 0 1 0 0 0 1 1 0 1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 1 0
1 0 1 1 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 1 1 1 0 1 0 1 0 0 1 1 0 0 1 0 0 0 0
0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 1 0 0 1 0 1 1 0 1 1 0 0 1 1 1 1 1 1 0 0
1 0 1 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0
0 1 0 0 1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 1 1 1
0 1 1 0 0 0 1 1 0 1 1 0 1 1 0 1 1 1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 0
0 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1
1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 0 0 1 0 1 0 1 1 0 0 0 1 0 1 0 1 0 1 0
0 1 1 0 1 0 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1 1 1 1 0 1 0 0 0 1
1 1 1 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1
0 1 0 0 1 1 1 1 1 0 0 1 1 1 0 1 0 0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1
0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 1 0 1 0 1 0 0 1 0 0 0 0 0 1
1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 0 1 0 0 0 1 0 0 1 0 0 0 0
1 1 1 0 1 0 1 0 0 0 0 1 0 1 0 1 1 0 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0
0 0 0 0 0 0 0 0 0 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.02080082893 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.07650303841 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1 1]
Done