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500.txt
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500.txt
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Please Wait .....
time 10 second pass = 1585897466750 , and time now = 1585897476750
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.97089195251 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585897486757 , and time now = 1585897496757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 10.1698009968 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585897506757 , and time now = 1585897516757
----------------- data ready to process -----------------
Accuracy : 99.99635701275047 %
--- 10.1342360973 seconds ---
Precision : 0.5764966740576497
Recall : 0.5764966740576497
f1 Socre : 0.5764966740576497
[1 1 0 1 0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 0 1 1 1 0 0 0 0 0
0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 0 1 1 0 0 0 0
0 1 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 1 0 0 1 0 1
0 0 0 0 1 1 1 0 1 0 1 1 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 1 0 0
0 0 1 0 0 1 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 1 0 0 0 0 1 0 0
1 0 1 0 1 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 1 0 1 0 1 0 1 0 0 1
1 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 1 0 0 1 1 0 0 1 1 0 1 0
0 1 1 0 1 0 0 1 1 1 0 0 1 1 1 0 1 1 0 0 0 1 0 0 1 1 1 0 1 1 0 1 1 0 0 0 0
0 0 1 0 1 0 0 0 0 1 1 1 1 0 0 0 0 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0
1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 1 1 1 1 1 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 1 1
0 1 0 1 0 0 0 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 1 1 1 1 1 0 1 0 1 0 1 1 0 0 1
1 0 0 1 1 0 0 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 1 0 1 0
1 1 0 0 0 1 0]
Done
time 10 second pass = 1585897526757 , and time now = 1585897536757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.87234210968 seconds ---
Precision : 0.5793103448275863
Recall : 0.5793103448275863
f1 Socre : 0.5793103448275863
[1 0 0 1 0 0 1 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0 0 0 1 0 1 1 0 1 0 1 1 1 1 0 0
0 0 0 0 1 1 0 1 0 0 0 0 0 1 0 1 1 0 0 1 0 0 0 0 1 0 1 0 1 0 1 0 0 0 1 0 1
1 0 1 1 1 1 0 0 1 1 0 0 0 1 0 1 0 1 1 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 1
1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 1 0 1 0 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1 0
0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 1 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 1 1 1 0 1 1
0 0 1 1 1 0 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 0 1 0
1 1 0 1 0 0 0 0 1 0 1 1 0 1 1 0 1 0 1 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0
1 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 1 1 0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 0 0
0 1 1 0 0 1 1 0 1 0 1 0 0 1 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0
0 0 0 1 1 1 1 0 0 0 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 1 1 1 1 0 1 1 0 1 0 1
0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0
1 1 0 0 1 1 1 1 0 1 0 0 1 0 1 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 1
1 0 0 1 1 1 0 1 1 0 1 1 0 0 0 0 0 1 1 0 1 1 1 0 0 0 0 0 1 1 0 1 1 0 0 1 0
0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 1 1 1 0 1 0 1 1 0 0 0 0 0 0 1 1 0 1
0 1 0 1 1 0 0 0 0 1 1 0 1 1 0 1 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0
1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1]
Done
time 10 second pass = 1585897546757 , and time now = 1585897556757
----------------- data ready to process -----------------
Accuracy : 99.99635860461728 %
--- 12.0624530315 seconds ---
Precision : 0.5269978401727862
Recall : 0.5269978401727862
f1 Socre : 0.5269978401727862
[1 1 0 0 0 1 1 1 1 0 0 1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0
1 1 0 1 0 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 0 0 0 1 1 1 0 0 1 0 1 0 1 1 1 0
1 0 1 1 0 0 1 0 1 0 0 1 1 1 0 1 0 0 1 0 1 0 1 1 1 1 1 0 1 0 1 1 0 1 0 0 0
0 1 0 0 0 1 1 1 0 0 1 1 0 0 0 0 1 1 0 1 0 0 1 1 1 1 0 0 0 0 0 1 0 1 0 0 1
0 0 1 1 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 1 1 1 0 0 0 1 0 0 0 1 1 1 0 1 1 0 1
0 0 0 1 0 1 0 1 1 0 0 1 1 1 0 0 1 0 1 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 0 1
1 0 1 1 0 0 1 1 0 0 0 0 0 0 1 0 1 1 0 1 1 1 0 0 1 1 0 1 1 0 1 0 1 0 1 1 1
0 1 1 0 0 0 1 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 1 1 1 1 1 0 0 0 1
0 1 1 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 1 1 0 1 0
0 1 0 0 1 0 1 1 1 0 0 1 0 0 1 1 1 1 1 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0
0 1 0 1 1 0 0 0 1 0 0 0 0 1 0 0 1 1 1 0 0 0 1 1 0 1 1 0 0 0 0 0 1 0 1 1 1
1 0 1 1 1 0 1 0 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 1 0 0 1 0 1 1 0 0 1 0 0 0 1
1 0 0 0 1 1 1 1 0 1 1 0 1 0 1 0 1 0 1]
Done
time 10 second pass = 1585897566753 , and time now = 1585897576753
----------------- data ready to process -----------------
Accuracy : 99.99637786148942 %
--- 9.18884110451 seconds ---
Precision : 0.5615763546798029
Recall : 0.5615763546798029
f1 Socre : 0.5615763546798029
[0 0 1 1 0 1 0 0 1 0 0 0 0 1 1 0 1 1 0 1 1 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 1
1 1 0 1 0 0 1 1 0 0 1 0 1 0 1 1 0 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1
0 0 1 0 1 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1
0 1 1 0 0 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 1
0 1 1 0 1 0 0 1 0 0 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 0 1 1 1 0 1 0 1 0 1 0 1
0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 0 1 0 0 0 0 1 1 0 1 0 0 1 0 0 0
0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 0 1 0 0 1 0 1 1 1 1 0 1 0 0 1 0 1 1 1 1 0 0
0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 1 1 0 1 0 1 0 0 1 0 1 0 1 1 0 0 0 0 0 0 1 1
0 1 0 1 1 0 0 0 0 1 0 1 1 0 1 0 0 0 1 0 0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1
0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 0 0 1 0 1 0 1 0 1 1 0 0 1 0
0 0 1 0 1 1 1 1 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 1 1 0 0 1 1 0 1 0 0 0 0 1
0 0 0 1 0 1 0 0 0 0 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1 0 0 0 0 1 0 0 0 1 1 0 1
1 0 0 1 1 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 1 1 0 0 1 0 1 1 1 1 1 0 1 0 0
1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 1 1 0 0 0 0 0 0 1 1 1 0 0 0 0 1 1 0
1 0 1 0 1 0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0
0 0 1 0 1 1 0 1 0 1 0 0 0 0 1 1 1 1 1 1 0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 0 1
0 0 1 1 1 0 0 0 0 0 1 1 0 1 1 0 1]
Done
time 10 second pass = 1585897586757 , and time now = 1585897596757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.19327712059 seconds ---
Precision : 0.5423476968796433
Recall : 0.5423476968796433
f1 Socre : 0.5423476968796433
[1 1 0 0 1 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 1 1 0 0 0 0 1 1 0 0
1 1 1 0 1 0 1 1 0 0 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 1 1 0 1 0 0 0 1 0 1 1 0
0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 1 1 1 1 1 0 1 0 0 0 1 0 0
0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1 1 0 0 1 0 1 0 1 1 1 0 0 1 0 1 1 0 1 0 1
0 1 0 0 0 0 1 0 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1
1 0 0 0 0 1 1 0 1 1 0 0 1 1 0 1 0 0 1 1 0 1 0 0 0 0 1 0 1 1 0 0 0 0 1 1 1
0 0 1 1 1 1 0 0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1
0 1 1 0 0 1 1 0 1 0 1 0 0 1 0 1 1 1 0 0 0 1 0 1 1 1 0 1 1 0 0 1 0 0 0 0 1
1 1 1 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 1 1 0 0 1 0 1 1 1 0 0 1 0 0 0 0
1 1 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0
1 0 1 1 0 1 0 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 1 0 1 0 1 0 0 1 1 1 1 0 0 0 1
1 0 1 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 0
1 1 0 1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 1 1 1 1 1 0 1 0 0 1 0 1 1 1 1 0 0 0
1 0 0 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 0 1 1 0 1 0 0 0
1 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 1 1 1 1 1 0 1 0 0 0 0 0 1 1 1 1 1 0 0 0 1
0 0 0 0 1 0 0 1 1 1 0 1 0 1 0 1 1 0 1 0 0 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 0
1 1 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 0 1 0 1 1 0 0 0 1 1 0 1 0 1 1 0 0 0 0 1
1 0 0 0 1 1 1 0 0 0 1 0 1 1 1 1 1 1 1 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 1 1 1
0 1 1 0 1 0 0]
Done
time 10 second pass = 1585897606757 , and time now = 1585897616757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.972479105 seconds ---
Precision : 0.6078431372549019
Recall : 0.6078431372549019
f1 Socre : 0.6078431372549019
[0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 1 0 1 1 0 0 0 1 0 0
1 1 0 0 0 1 1 0 1 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 1 1 0 0 1 0 1 1 1 1 0 1 1
0 0 1 0 1 1 0 0 0 1 1 0 0 1 0 0 1 0 1 0 1 1 1 0 1 1 1 0 0 0 0 1 0 1 0 1 1
0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 1 1 0 1 0 0 1 0 0 0 1 0 0 1 0 1 0
0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 1 1 1 0 0 0 0
0 0 1 1 1 1 0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0
1 0 0 0 0 0 1 1 0 0 0 0 1 1 1 1 1 0 0 1 1 0 1 1 0 0 0 1 0 1 0 0 0 1 0 1 0
1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 0 1 0 1 0 1 0 0 0 0 1 0 1 1 0 1 0 1
0 0 1 0 0 1 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0
0 0 0 0 1 0 0 1 0 0 1 0 1 1 0 1 1 1 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 1 1 1
0 0 0 0 0 0 1 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 0
1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0
0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 1 1
1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0
0 0 0 1 0 0 1 0 1 0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 0 1 0 1 1 1 0 1 0 1 0 0 1
0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 0
0 1 1 1 1 0 1 1 1 0 0 1 0 1 0 0 1 1 0 1 1 1 0 0 0 0 0 0 1 0 0 1 1 0 1 0 0
0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 1 0 1 1 1 0 1 1 0 1 0 1 0 1 0 0 0 0 1 1
1 0 0 1 0 0 1 1 1 0 1 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 0 1 1 0 0
0 1 1 1 1 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0
0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 1 0 0 0 1 0]
Done
time 10 second pass = 1585897626757 , and time now = 1585897636757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 11.3030688763 seconds ---
Precision : 0.5821596244131455
Recall : 0.5821596244131455
f1 Socre : 0.5821596244131455
[0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 1 0 1 1 0 1
0 0 0 0 1 1 0 0 0 1 0 1 1 0 1 1 1 0 1 1 1 0 0 1 0 0 1 1 1 1 1 0 1 0 1 0 1
0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 0
0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 0 1 1 0 1 1 0 1 0
0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 0 0 1 0 0 1 0 0 0 1 1 0 0 0 1 1 1 1 1 1 0 0
0 0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 1 0 0 1 0 1 1 0 0 0 1
1 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 0 1 0 1 1 0 1 1 0 0 1 1 0 0 0 0 0 0 1
0 0 0 0 0 1 1 0 1 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 0 1 1 1 0 0 1 1 1 1 0
1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 1
0 1 1 1 0 0 0 1 1 1 1 1 1 1 0 1 0 0 0 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 1 1
0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0 1 1 1 0 0 1 0 0 1 1
1 1 0 0 0 1 0 1 1 1 0 0 1 0 1 0 0 1 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 1 0 0
1 1 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 1 0 0 0 0 1 0 0 0 0
1 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 1 1 1 1 1 0 0
0 1 1 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 0 1 0 1 0 0
0 1 1 1 1 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 1 1 0 1 1 0 0 0 1 0 1 0
0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 1 0 1 1 1 1 0 1 0 0 0 0 0 1 1 0 0 1 1 0 0 1
1 1 0 0 1 0 0 1 1 0]
Done
time 10 second pass = 1585897646753 , and time now = 1585897656753
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.85951209068 seconds ---
Precision : 0.5519031141868512
Recall : 0.5519031141868512
f1 Socre : 0.5519031141868512
[0 0 1 0 0 1 1 1 1 1 0 1 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 1 1 1
0 0 0 0 1 1 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 1 1 0 1 0
0 0 0 1 0 0 0 0 1 0 1 0 0 1 0 0 1 1 0 0 1 0 1 1 1 1 0 1 1 0 0 1 1 1 1 1 0
0 1 0 1 0 0 1 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 1 1 0 0 1 1 1 0 0 1 0 0 0 1 1
0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 0 1 0 0 0 0 1 0
1 1 0 0 1 0 1 1 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 0 1 0
1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 1 0 1 0 1 1 0 0 1 0 0 1
1 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 1 1 0 0 1 1 0 0 1 1 0 0 0 1 0 0 0 1 0
0 0 1 1 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 1
0 0 0 0 1 1 0 1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1 1 0 1 0 1 0 1 1 1
1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 1 1 0 1 1 1 0 0 1 0
1 0 1 0 0 1 1 0 0 1 0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 1 0 1 0 0 1 0 0 1 1
0 0 0 1 0 0 0 0 0 1 0 0 1 1 1 0 1 0 1 0 1 0 0 0 1 1 1 1 0 0 0 1 0 1 1 0 1
0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 1 1 0 1 0 0 1 0 0 1 1 0 1 1 1 0 1 1 0 1 1
0 0 0 1 1 1 1 1 0 1 1 1 1 1 1 0 1 0 1 0 1 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0
1 1 1 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 1]
Done
time 10 second pass = 1585897666757 , and time now = 1585897676757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.54088783264 seconds ---
Precision : 0.6104218362282878
Recall : 0.6104218362282878
f1 Socre : 0.6104218362282878
[1 0 0 0 0 0 0 1 0 0 0 1 0 1 0 1 0 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 1 1 0 1
0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 1 1
1 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 1 0 0 1 1 0 1 0 0 0 1 1 1 1 0 1
1 1 0 0 0 1 1 0 1 1 0 0 0 0 0 1 0 1 0 1 1 0 0 1 1 0 1 1 1 0 0 1 0 0 0 0 0
0 0 1 0 1 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 0 0 0 0 1 0
0 0 0 1 1 0 0 1 0 1 1 1 1 0 0 0 1 0 1 0 0 0 1 0 1 1 0 1 0 1 0 1 1 0 0 0 0
0 0 0 1 0 0 0 0 1 1 1 0 1 0 1 1 1 1 0 1 1 0 1 0 0 0 1 0 0 0 0 1 0 0 1 0 1
1 0 0 0 0 1 0 1 0 0 1 0 0 0 1 1 0 0 1 0 1 1 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1
1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 0 1 1 0 0 0 0 0 0
0 0 0 1 0 0 0 0 1 0 0 1 1 0 0 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 1 0
0 0 0 1 1 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 1 0 0 0 0 1 1 0 1 1 0 0]
Done
time 10 second pass = 1585897686757 , and time now = 1585897696757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.93785309792 seconds ---
Precision : 0.5971107544141252
Recall : 0.5971107544141252
f1 Socre : 0.5971107544141252
[1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 0
0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 0
0 1 0 1 1 1 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 1 1 0 1 0 1 0 0 1 1
0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 1 0 1 1 0
0 1 0 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 1 0 0 1 1 0 0 0
0 1 0 0 0 1 0 1 1 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1
0 1 0 1 0 0 1 1 0 0 1 1 1 1 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 0 1 1 0 1 0 0 1
0 1 1 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 1 0 0 0 0 0 1 0 0 1 0 0 1 1
0 1 0 0 0 0 0 1 1 0 1 0 1 1 0 1 1 0 1 0 0 0 1 1 0 1 0 0 0 1 0 1 0 1 1 1 1
0 0 1 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 1 0
1 1 0 0 1 1 0 0 0 1 0 1 1 0 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 1 0 0 0 0 1 1 0
0 0 1 1 1 0 1 1 0 0 0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 1 1 0 1 0 1 0
0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 0 0 1 1 0 0 0 1 0 1 1
0 1 0 1 0 0 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 0 0 0 0 0 1 1 0 1 1 1 1 0 0 1 0
0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0
1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0
0 0 0 0 0 0 1 1 0 0 1 0 1 0 1 1 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0]
Done
time 10 second pass = 1585897706757 , and time now = 1585897716757
----------------- data ready to process -----------------
Accuracy : 99.9963943174443 %
--- 12.2213258743 seconds ---
Precision : 0.5782312925170068
Recall : 0.5782312925170068
f1 Socre : 0.5782312925170068
[1 1 0 0 0 0 1 1 1 1 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0 1 1 0 0 1 0 0 0 0 0 1 0
0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 1 0 0 0
1 0 1 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 1 0 1 0
0 1 1 0 1 0 0 1 1 1 0 1 0 0 1 1 0 1 0 1 1 0 0 1 0 0 1 1 1 1 0 1 1 1 0 1 1
0 0 1 1 0 1 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 1 0 1 0 1 1 0 1 0 0 1 0 0 0 0 1
0 1 0 0 1 1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 1 0 1 0 0 0 0 0 1 0 0 0 0 1 1 0 1
0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 0 1 0 0 0 1 1 0 1 1 0 0 0 1 1 1 1
0 1 1 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 0 0 0 0 1 1 0 1 0 1 0 1 0 0 1 0 1 0
0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 1 0 0 0 1 1 1 1 0 1 1 1 1 1
0 1 0 0 1 0 0 1 0 1 1 1 1 0 0 0 1 0 1 0 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0 0 0
1 1 1 1 0 1 0 1 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1
0 1 0 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 1 1 0 1 0 1 0 0
1 1 0 0 1 0 0 1 0 1 0 1 0 1 1 0 1 1 1 0 1 0 1 1 0 0 0 0 1 1 0 1 1 0 0 1 0
0 0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 1 1 0 0 0 1 1 1 0 0 1 1 0 0 1 1 0 1 0 1 0
1 1 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 1 1 1 0 1 0 0 1 1 0 1 1 0 0 0
0 1 1 0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 1 1 1 0 1 1 0 0 1 1 0 1 0 1 0 0
0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 1 1 0 1 1 0 1 0 1 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 0 0 0 1 0 1 1 1 0 1 1 1 1 0 1 0 1 1
1 1 0 1 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0 1 0 1 0 1 0 1 0 1
1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1]
Done
time 10 second pass = 1585897726753 , and time now = 1585897736753
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.73012590408 seconds ---
Precision : 0.5798004987531172
Recall : 0.5798004987531172
f1 Socre : 0.5798004987531172
[0 1 0 0 1 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1 0 0 1 1 1 1 0 1 1 1 0 0 0 1 1 1 0
0 1 1 0 0 1 1 1 1 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1
1 0 0 0 0 0 1 1 1 0 0 1 1 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 1 0
0 0 0 1 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 1 1 0 1 1 0 0
0 1 0 0 0 0 0 1 1 0 1 1 0 0 1 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0
0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0 1 0 1 1 1 1 0 0 0 1 0 0 0 1 1 1 0
0 1 0 0 0 1 1 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1
0 0 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 0
0 0 1 0 1 0 1 1 1 0 0 1 1 0 0 1 1 1 1 0 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 1
0 0 1 0 0 1 1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 1 0 1
0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 1 0 1 1 1 0 0 0 0 0 1 0 1 1 0 0 1 1 1 1 1 1
1 1 1 1 0 1 1 0 1 0 1 0 1 0 0 1 0 1 1 0 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 1 0
1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 1 1
0 1 1 0 0 1 0 0 1 1 0 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 1 0
0 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 1 0 0 0 1 0 1
0 0 1 1 0 0 1 0 0 1 0 1 1 1 1 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 1 1 0 1
0 1 0 1 1 1 1 0 1 1 1 0 1 1 1 0 0 1 1 0 0 0 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0
0 1 1 0 0 0 1 0 1 1 1 0 1 1 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 1 1 1 0 1
0 1 1 1 0 1 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 0 0 1 1 0 1 0 0 0 1 0 0 1 0 1
1 0 0 0 0 0 0 1 1 0 0 1 0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0
0 1 0 1 1 0 0 1 0 0 0 1 1 0 1 0 0 1 0 0 1 1 0 0 1 0 0 1 1 1 0 0 0 1 1 1 0
0 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0]
Done
time 10 second pass = 1585897746757 , and time now = 1585897756757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.7971470356 seconds ---
Precision : 0.6029055690072639
Recall : 0.6029055690072639
f1 Socre : 0.6029055690072639
[1 0 0 0 1 0 0 1 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 0 0
0 1 1 0 1 1 0 0 0 0 0 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0
1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 1 1 0
1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 0 0 1 1 1 1 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 1
0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 0 0 1 0 0 1
0 0 1 1 0 1 1 1 1 0 0 1 1 0 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 1 0 1 0 0 1 0
0 1 0 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1
0 0 1 1 0 0 1 0 1 1 0 1 1 0 1 0 1 1 1 1 1 1 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0
0 1 0 0 0 0 0 0 1 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 1 0 1
0 1 0 1 1 0 1 1 0 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 0
0 0 1 0 1 1 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 1 0 1 0 1 1 1 0 1
0 1 0 0 0 0]
Done
time 10 second pass = 1585897766757 , and time now = 1585897776757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 15.1017708778 seconds ---
Precision : 0.5825242718446602
Recall : 0.5825242718446602
f1 Socre : 0.5825242718446602
[0 1 0 1 1 1 0 0 1 0 0 0 1 1 0 1 0 1 1 0 1 1 1 1 1 1 1 0 0 0 1 0 0 0 1 0 1
0 0 1 0 1 0 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 1
0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 1 1 1 1 0 1 0 0 1 1 0 0 1 0 0 1 1 0 0
1 1 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1 1 1
0 1 1 1 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 1 0 1 0 1 0 1 0 0 0 0 0 0 1 0 1
0 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 0 1 1 1 1 0 1 0 0 0 1 1 1
0 1 1 0 0 1 1 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 1 1 0 1
0 0 1 0 1 1 1 1 0 0 1 1 1 0 1 0 1 0 1 1 0 1 1 1 0 1 0 0 0 0 1 0 1 1 1 0 0
1 1 1 0 0 1 0 1 1 0 1 0 0 1 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0
1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 1 1 0 1 1 1 0 1 1 0 0 0 1 0 1 1 0 0 0 0
0 0 1 0 0 1 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 1 0 0 0 0
0 1 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 1 1 1 0 1 0 0 0 0 1 1 0 0 1 1 1 0
0 0 0 0 0 1 0 1 1 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0
1 0 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 1 0 1 0 1
1 0 0 1 0 1 1 1 0 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 1 1
0 0 0 1 0 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1
0 1 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 1 0 0 1 0
0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1
0 0 0 1 1 0 1 0 1 1 1 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 0 1 1 1
1 0 0 0 0 0 1 1 0 0 1 1 1 0 0 0 1 0]
Done
time 10 second pass = 1585897786752 , and time now = 1585897796752
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 12.2525069714 seconds ---
Precision : 0.5772200772200772
Recall : 0.5772200772200772
f1 Socre : 0.5772200772200772
[0 0 1 1 0 1 0 0 0 0 1 1 1 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 1
1 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 1 0 1 1 1 0 0 0 0 1 0 1 1 1 1 1 0
1 1 0 0 0 1 0 1 1 0 1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 1 1 1 0 1 0 0 1 1 0 1 0
1 0 0 0 1 1 0 1 0 1 0 0 1 0 1 1 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0
1 0 1 0 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 1 1
0 1 0 0 0 0 0 1 1 0 0 0 0 1 1 1 1 0 0 0 1 1 1 1 0 1 1 0 0 1 0 0 0 0 0 0 0
1 0 1 0 1 1 1 0 1 0 0 1 0 1 1 1 0 0 1 1 1 0 0 1 0 0 1 0 1 1 1 0 1 1 0 1 0
0 1 1 0 0 0 0 0 1 0 0 1 0 1 1 1 0 1 1 1 1 0 0 0 1 0 0 1 0 1 0 1 1 0 1 0 1
0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 1 0 0 0 1 1 0 1 0 0 0 1 1 1 0 1
0 1 1 0 0 1 1 1 0 1 0 1 0 0 0 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 0 0 1 0 0 0 1
0 0 1 0 0 1 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 1 0 0 0 1 0 0 0 0 1 0 0
0 0 1 0 0 1 1 1 1 0 0 0 1 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 0 0 1 1 1 0 1 0
0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 0 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0
1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 0 0 1 0]
Done
time 10 second pass = 1585897806753 , and time now = 1585897816753
----------------- data ready to process -----------------
Accuracy : 99.98917436489607 %
--- 9.08587908745 seconds ---
Precision : 0.6171107994389902
Recall : 0.6171107994389902
f1 Socre : 0.6171107994389902
[1 1 1 1 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0
0 0 0 0 1 0 1 1 1 0 0 0 1 0 1 0 0 0 0 1 1 1 1 0 0 1 1 1 0 0 1 0 0 0 1 1 0
1 0 1 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 1 0
1 1 0 0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0 0
0 1 1 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0
0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 1 1
0 0 1 1 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 1 0 1 0 1 1 1 0 1
0 0 1 1 0 0 1 0 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 1 0 1 1 0 1 0
1 1 1 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1 0 1 1 1 0 0 1 0 1 1 1 1 0 0 0 0 1 0
0 1 1 1 1 0 0 1 1 0 0 1 1 1 0 0 1 0 0 0 1 0 1 0 1 1 1 0 1 1 1 1 0 0 0 0 1
1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 1 0 0 0 1 0 1
0 0 1 1 0 0 1 1 0 1 0 1 1 0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0
1 1 0 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0
1 1 1 0 1 0 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0
1 1 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 0 1
0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 1 1 0 0 0 0 1 1 0 1 0 0 0 1 1 1 0 1 1 0 0 0
0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 1 1 0 0 1 0 0 1 1 1 0 0 0 0 0 0 1 1 1
1 0 1 1 0 1 0 0 0 0 1 1 0 1 1 0 0 0 0 0 1 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0
1 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0 0
0 0 0 1 0 1 1 1 0 1]
Done
time 10 second pass = 1585897826757 , and time now = 1585897836757
----------------- data ready to process -----------------
Accuracy : 99.99640417116146 %
--- 8.72808098793 seconds ---
Precision : 0.5795314426633785
Recall : 0.5795314426633785
f1 Socre : 0.5795314426633785
[0 1 1 1 1 0 1 1 0 1 1 1 0 0 0 1 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0 0 1 0
0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1 1 1 1 0 1 0 1 1 1 0 0 1 1 0 0
1 1 1 0 1 1 1 0 1 0 0 1 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 1 0 0 1 1 0 0 0 0
1 0 1 1 1 1 0 0 1 0 0 1 0 1 1 0 0 1 0 1 0 1 0 0 0 1 1 0 1 0 0 0 1 0 1 0 0
0 1 1 0 0 1 0 1 0 1 1 0 1 0 0 0 1 0 1 0 1 1 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0
0 1 0 0 1 1 0 1 1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0
0 1 0 0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 1 1 0 1 0 1
0 0 1 0 0 0 0 0 1 1 0 1 1 0 1 1 1 1 1 0 0 1 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0
0 0 1 0 1 1 0 1 1 0 1 1 0 0 1 1 1 1 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 1 0 0
0 1 1 1 1 1 0 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 1 0 0 1 0 0 0 0 1 0 1 1
1 0 0 0 1 1 0 0 1 1 1 1 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0
1 0 0 0 1 0 0 0 0 0 0 1 1 0 1 0 0 0 1 1 0 0 0 1 1 0 0 1 1 0 1 0 1 0 0 1 0
1 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 0 1
1 0 0 1 0 0 0 0 0 0 0 0 1 1 1 1 0 1 1 0 0 1 0 0 0 1 0 1 1 0 0 0 1 0 1 0 0
1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 1 0 1 0 0 0 0 1 1 0 1 1 1 1 0 0 0
0 1 0 1 1 0 0 1 1 1 0 1 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 1
0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 0 0
0 0 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 0 0 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1
0 1 1 1 0 0 1 0 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 1 0 0 1 0 0 0 0 1 0 0 1 1 0
0 1 0 1 1 1 1 0 1 0 1 0 0 1 1 1 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 1 0 1 1
1 1 1 0 1 0 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 1 0 1 1 0 1 0 1 1 0 1 1 1 1 1 1
0 1 0 1 0 1 0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 1 1 0 1 1 0 1 1 0 1 0 0 1]
Done
time 10 second pass = 1585897846759 , and time now = 1585897856759
----------------- data ready to process -----------------
Accuracy : 99.99639327706845 %
--- 9.22114396095 seconds ---
Precision : 0.5997248968363136
Recall : 0.5997248968363136
f1 Socre : 0.5997248968363136
[0 1 0 0 1 0 0 0 0 1 0 1 0 0 1 0 1 1 1 1 0 1 1 0 1 1 1 1 1 0 0 1 1 0 1 0 1
1 0 0 1 0 1 1 0 0 1 0 0 1 1 1 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0
1 0 1 1 1 0 1 1 1 1 1 1 1 0 0 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 1 0 1 1
0 0 0 1 1 0 1 1 0 1 0 1 0 0 1 1 1 1 1 1 0 0 1 0 1 0 0 1 1 0 0 1 0 1 1 0 1
1 0 0 0 0 0 1 1 1 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 1 1 0 1 0 0 0 0 1 0
0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 0 0 0 0 0 1
0 0 1 0 1 1 0 1 0 0 0 0 0 1 0 0 1 0 1 1 1 0 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0
1 1 1 1 0 0 0 1 1 0 1 0 1 0 0 1 0 0 1 1 0 1 1 1 1 1 0 1 1 0 1 1 1 0 0 0 0
1 0 0 0 0 1 0 1 1 1 0 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0
1 0 0 1 0 1 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 0 0
1 1 0 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 1 0 0 0 1 1 1 0 0 0 0 0 0 0
1 1 1 1 1 1 0 0 0 1 0 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 1
0 0 1 0 0 1 0 0 1 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0
1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 1 1 1
1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0
1 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 0 1 1 1 1 0 1 0 0 0 1 1 1 0 0 1 1 0 0 0 1
0 0 0 0 1 1 1 0 1 0 1 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1
0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 0 1 0
0 0 0 1 0 1 1 1 0 1 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 1 0 0 1 1 0
0 1 1 0 0 1 1 0 0 1 0 0 1 0 1 0 0 1 0 0 1 0 0 0]
Done
time 10 second pass = 1585897866757 , and time now = 1585897876757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.16590690613 seconds ---
Precision : 0.5662650602409639
Recall : 0.5662650602409639
f1 Socre : 0.5662650602409639
[1 0 1 1 1 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0
1 1 0 0 1 0 0 1 1 1 0 0 0 1 1 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 1 0 1 0 0 0 1
1 1 0 0 0 0 1 0 0 0 1 1 0 1 1 1 0 1 0 1 0 1 0 1 0 0 1 1 0 1 1 0 0 1 0 1 1
1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 1 0 1 0 1 0 0 1 1 1 1 1 0 0 1 0
1 0 1 1 1 0 0 0 0 0 1 0 1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1
0 1 1 0 1 1 0 1 1 0 0 1 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0
0 1 0 0 0 0 1 0 1 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1 1 0 0 1 0 0 1 1 1 0 0 1 1
0 1 0 0 0 0 0 1 1 1 0 0 0 0 1 1 0 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 1 0 0 1 0
0 0 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 1 1 0 1 1
0 0 0 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 1 0 1 1 1 1 0 0 0 0 0 0 1 0 1 0 0
0 1 0 0 0 1 1 1 1 0 1 0 0 0 1 1 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 1 1 1 0 1
0 0 1 0 1 1 0 1 0 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 1 0 1 0 0 0 1 1
0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 1 1 1 0 1 1
0 1 1 0 0 1 0 1 1 0 0 0 0 0 1 0 0]
Done
time 10 second pass = 1585897886757 , and time now = 1585897896757
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.59373807907 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585897896751 , and time now = 1585897906751
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.91942000389 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1]
Done