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1000.txt
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Please Wait .....
time 10 second pass = 1585897941125 , and time now = 1585897951125
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.76047897339 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585897951125 , and time now = 1585897961125
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.0534260273 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585897971133 , and time now = 1585897981133
----------------- data ready to process -----------------
Accuracy : 99.99632393486011 %
--- 9.27065896988 seconds ---
Precision : 0.6078431372549019
Recall : 0.6078431372549019
f1 Socre : 0.6078431372549019
[1 1 1 1 1 0 0 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 0 1 1 0
0 1 1 0 1 1 1 1 1 1 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 1 1 0 0 0 0 0 1 1 0 0 0
0 1 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 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 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1
1 1 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 1 0 0 0 0
1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 0 1 0 0]
Done
time 10 second pass = 1585897991129 , and time now = 1585898001129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.83751797676 seconds ---
Precision : 0.5728643216080402
Recall : 0.5728643216080402
f1 Socre : 0.5728643216080402
[0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 1 0 1 0 1 0 0 0 1 0
0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 1 0 0 1 0 1 1 1 1 0 1 1 0 0 1
1 1 1 0 0 1 1 0 0 0 1 1 0 0 1 1 1 1 1 0 0 0 0 0 0 1 0 1 0 1 1 1 1 0 1 1 0
1 1 1 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 0 0 0 1 0 1
0 1 1 1 0 0 0 0 1 1 0 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 1 0 0 1 1 0 0
0 0 1 0 0 0 0 0 1 0 0 1 1 0]
Done
time 10 second pass = 1585898011129 , and time now = 1585898021129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.96812415123 seconds ---
Precision : 0.547107438016529
Recall : 0.547107438016529
f1 Socre : 0.547107438016529
[0 1 1 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 1 1 0 1 1 0 1 0 1 1 0 0 0 0 1
0 1 0 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 1 1
0 1 0 1 1 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 1 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0 0
0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 1 0 1 1 0 1 1 1 1
1 0 1 1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0
0 0 1 1 1 0 1 1 0 1 0 0 0 1 1 0 1 1 1 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0
0 1 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 0 1 0 0 1 0 0
1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 1 1 0 1 1 0 0 1 0 0 0
1 1 0 0 0 0 0 0 0 1 1 1 0 1 1 0 1 0 0 0 1 1 1 1 0 0 1 0 1 0 1 1 1 0 0 0 0
0 1 1 0 1 0 0 1 1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 0 1 1 1 1 1
0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 1 0 1 0 1 0 1 1 0 1 0 1 1 0 0
0 0 1 1 1 0 0 0 0 1 1 1 0 1 0 1 1 0 1 1 1 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 1
0 1 0 1 1 0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 1 1 1 0 1 1 0
0 1 0 0 1 1 1 0 1 1 1 0 0 0 0 1 0 1 1 0 0 1 0 1 1 0 1 1 0 1 0 1 1 0 1 0 0
1 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 0 1 0 0 1 0 0 1 0
1 1 0 1 0 1 0 1 0 1 0 1 0]
Done
time 10 second pass = 1585898031133 , and time now = 1585898041133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.82661581039 seconds ---
Precision : 0.5805739514348786
Recall : 0.5805739514348786
f1 Socre : 0.5805739514348786
[0 0 1 1 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 0 1 0 1 0 0 0 0 0 1 1 0
1 1 1 1 0 0 0 1 1 1 0 1 0 1 1 1 1 0 0 1 1 0 1 1 0 1 0 1 1 1 0 1 0 1 1 0 0
0 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1 0
0 0 1 0 1 0 1 0 0 0 0 0 1 1 0 0 1 1 1 0 1 1 0 0 0 0 0 0 1 0 1 1 1 0 1 0 0
1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 1 1 1
0 1 0 0 0 1 0 0 1 1 1 0 1 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 0 1 1 0 1 1 0 1 1
0 1 1 0 0 1 1 0 1 1 0 1 1 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0
0 0 1 0 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 1 1
0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 1 1 0 0 0 1 0 1
0 1 0 0 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 0 1 1 1 0 0 0 0 1 1 0 1 0 1 1 0 0 0
0 0 1 0 1 0 1 0 0 1 0 0 0 1 0 0 0 1 0 1 1 1 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0
0 1 0 1 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 1 0 0 1 1 1 0 1 1 1 0 0 1 0 0
0 0 0 0 1 0 1 1 1]
Done
time 10 second pass = 1585898051133 , and time now = 1585898061133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 11.844753027 seconds ---
Precision : 0.5316265060240963
Recall : 0.5316265060240963
f1 Socre : 0.5316265060240963
[0 0 1 1 1 0 0 0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 1 1 1 1 1 0 0 1 0 1 1 1 1 1 1
0 0 1 1 1 1 0 0 1 0 0 0 0 1 1 1 0 0 1 1 1 1 0 0 1 0 1 1 1 1 0 0 0 0 0 0 1
1 0 0 0 0 1 0 1 0 1 1 0 1 0 0 0 0 1 1 1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 1
0 1 1 1 0 1 0 0 1 1 0 1 0 1 0 1 1 0 0 0 0 0 1 0 1 1 0 1 0 1 0 0 1 1 1 0 0
1 1 0 0 1 0 0 0 0 0 1 0 1 0 1 0 1 0 1 1 1 0 0 1 1 0 1 0 1 0 1 1 0 1 0 1 0
1 0 0 0 0 1 0 1 0 1 1 1 1 0 1 0 0 1 1 1 1 1 1 0 1 1 1 1 0 0 0 1 0 1 1 1 0
0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 1 1 1 1 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0 1 0
0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0
1 0 0 1 1 1 0 0 1 0 1 0 1 1 0 1 0 0 0 0 0 1 0 1 1 1 0 0 1 0 1 0 1 1 1 0 0
1 0 0 0 0 1 1 1 0 0 1 1 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 1 0 1 1 1 0 1 1 0 0
1 0 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 0 1 0 0 1 0 1 1
1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 1 1 0 0 1 0 1 0
1 0 1 0 0 1 1 0 0 1 1 1 1 0 0 0 1 1 0 1 0 1 1 1 1 0 1 1 0 0 1 1 1 0 0 0 0
1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 1 0 0
0 0 1 0 1 1 1 0 0 1 0 0 1 0 0 1 0 0 0 1 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0
0 1 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 1 1 1 0 0 1 1 0 1 1 0 0 0 1 0 1 0 1 1 0
1 0 0 1 1 1 1 1 0 1 0 0 1 1 0 1 1 1 1 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0
0 0 1 0 0 1 1 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 1 1 0 0 1 0 1 1 1 1]
Done
time 10 second pass = 1585898071129 , and time now = 1585898081129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 11.778316021 seconds ---
Precision : 0.6173913043478261
Recall : 0.6173913043478261
f1 Socre : 0.6173913043478261
[1 1 0 0 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 0 1 0 0 0 1 0
1 1 0 0 0 0 1 1 1 1 0 0 0 1 0 0 0 0 1 0 1 1 0 0 0 1 0 0 1 0 0 1 0 1 0 0 0
1 0 1 0 1 0 1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0
1 1 1 1 1 0 1 1 1 1 1 0 0 0 1 0 0 0 1 1 1 1 1 0 0 0 1 0 0 0 0 0 1 1 0 0 1
0 1 0 0 0 1 0 0 0 0 0 1 1 1 0 1 1 0 0 1 1 1 0 1 1 0 1 0 0 1 0 0 1 0 0 0 1
0 0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 0 0 1 1 0 1 1 0 0 0 1
0 0 0 0 0 0 0 1 0 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1 0 0 1 0 1 1 0 0 0 0 0 1
1 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0
1 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 1 1
1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 1 0
0 1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 1 0 1 1
1 0 1 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 1 0 1 1
0 1 1 1 1 0 1 0 0 1 0 0 0 1 1 1 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1
0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0
0 0 1 0 0 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0
1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 1 0 0 1 1]
Done
time 10 second pass = 1585898091129 , and time now = 1585898101129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.00574612617 seconds ---
Precision : 0.5858854860186418
Recall : 0.5858854860186418
f1 Socre : 0.5858854860186418
[0 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 0 1 1 0 0 1 1 0 1 1 0 1 1 0 1 1 0 1 1
0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 1 1 0 0 1 1 0 0 0 0 1 1 1 1 0 1 1 0 0 0 0 1
1 0 0 0 1 0 0 1 1 0 1 0 0 0 0 0 1 1 0 0 1 1 1 1 0 1 1 0 1 0 0 0 0 0 1 0 0
0 0 1 0 0 0 1 1 1 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 1 1 0
1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 1 0 0 0 1 0 1 1 0 0 0 1 1 0 0
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
1 1 0 0 1 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 0 0 1 1 1 1 1 0
1 1 1 0 1 1 0 1 0 0 1 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 0 1 1 0 1
1 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 0 1 0 0 1 1 1 0
0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 1 1 0 0 0
1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 1 1
1 0 0 1 0 1 0 0 1 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 1 1 1 1 0
0 0 1 1 0 0 0 0 0 0 1 1 1 1 0 0 1 0 1 0 0 1 0 0 1 0 0 0 1 1 0 0 1 1 1 0 0
0 1 0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 0 0 0 1 1 0 0 1 1 0 1 0 1 0 1 1 1 0 0 0
0 1 0 1 0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0
0 0 1 0 0 0 1 0 1 0 1 0 1 1 1 1 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 1 0 0 0 0
1 1 0 0 1 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 1 0 1 1 0 1 1 1 1 1 0
0 0 0 1 1 0 0 1 1 0 0 1 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 1 0
0 0 1 1 0 0 0 0 1 0 1 1 0 0 0 0 0 1 1 0 1 0 1 1 0 0 0 1 1 1 0 1 1 1 0 1 0
0 1 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 1 0 1 0 0 1 1 0 1 1 0 1 0 0 1 1 1 0 0 1
0 1 0 0 1 0 0 0 1 0 1]
Done
time 10 second pass = 1585898111133 , and time now = 1585898121133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.39332795143 seconds ---
Precision : 0.5866302864938608
Recall : 0.5866302864938608
f1 Socre : 0.5866302864938608
[0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 1 0 1 1 1 0 0 0 1 1 0 1 0 0 1 0 0 0 0 1 0 0
0 1 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0
0 0 1 1 1 0 0 0 1 1 1 0 1 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 1 1 1 1 1 0
0 1 0 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 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 1 1 0 1 1 0 0 1 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 0
0 1 1 0 0 0 1 1 0 1 0 0 0 1 1 0 0 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 0 0 1 1 0
0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 1 0 0 1 0 1 0 1 1 0 0 1 1 0 0 0
0 1 0 0 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 0 0 0 1 1
1 0 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0
1 1 1 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 1 1 0 1 1 0 1 0 0 0 0 0 1 1
0 0 1 0 1 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 1 0 0 0 0 1
0 1 0 0 0 1 1 0 1 0 1 1 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 1 0 0 0 1 1 0 0 1 0
1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 1 1 1 1 0 1 0 0
0 0 1 0 1 1 0 0 0 1 1 0 1 0 0 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 1
0 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 1 1 1 0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 1
1 0 1 1 0 1 1 0 1 1 1 1 1 0 0 1 1 1 1 0 1 1 1 0 1 0 0 0 0 1 0 0 1 1 1 0 0
0 0 0 1 0 1 0 1 1 1 0 1 0 0 1 1 0 0 0 1 0 1 0 1 0 0 1 0 1 0 1 1 0 1 0 0 0
1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 1 1 1 1 0 1 0 0 1 0 0 0 0 1 1 0 0 1
0 0 1 1 0 1 0 0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 1
0 0 1 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 1]
Done
time 10 second pass = 1585898131129 , and time now = 1585898141129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.56039500237 seconds ---
Precision : 0.6003236245954693
Recall : 0.6003236245954693
f1 Socre : 0.6003236245954693
[1 0 0 0 0 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 1 0 1 1 1 0 1 1 0 0 1 0 0 0 0 1
0 0 0 0 0 0 0 1 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1 1 1 1 1 0 0
1 1 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0 1 1 1 0 1 0 0 0 0 1 0 0 1 1 0 0 0 1
1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 0 1 1 1 1 1 1 0 1 1 0 1 0 1 0 0 1
1 1 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 1 0 1 1 0 0 0 0 1 0 0 0 0 1 1 0 1 0
1 1 0 0 0 1 0 0 0 0 1 1 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1
1 1 1 1 0 1 0 1 0 1 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 1 0 0
0 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 1 0 0 0 0 0 0 0
0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1 0 1 1 0 0 0 0 0 0
1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 1 0 1 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 1 0
0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 1 1 0 1 0 1 0 1 1 1 0 0 1 0 1 0 1 1 0
1 1 1 1 0 0 0 1 0 0 0 1 1 0 1 1 1 1 1 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 0 1
0 0 1 0 1 1 0 0 0 0 0 1 1 1 0 1 1 1 0 0 1 1 0 1 0 0 1 1 1 0 1 0 1 1 1 1 1
0 0 0 0 0 0 1 1 1 0 1 1 0 0 1 1 1 1 0 0 1 0 0 0 0 0 1 0 1 1 0 1 1 0 0 1 0
1 1 1 1 0 1 1 0 1 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0
1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 1 0 0 1 0 0 0 1 0 1 0 0 1
0 0 1 0 0 0 1 0 1 0 1 0 1 0 0 0 1 0 1 1 1 0 1 1 0 0]
Done
time 10 second pass = 1585898151129 , and time now = 1585898161129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.17147397995 seconds ---
Precision : 0.5925373134328358
Recall : 0.5925373134328358
f1 Socre : 0.5925373134328358
[0 1 1 0 0 1 1 0 0 0 1 0 0 0 0 0 1 1 0 0 1 0 0 0 1 1 1 1 0 0 0 1 1 0 0 0 1
0 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0
1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 0
1 0 0 1 0 0 1 1 0 1 1 0 1 1 0 0 0 0 1 0 0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 1 0
1 0 0 1 0 0 0 1 1 0 1 0 0 0 1 1 0 1 0 0 0 1 0 1 0 1 1 0 1 0 1 0 1 0 0 1 0
1 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 1 1 1 0 1 1 0 1 1 1 0 1 0 0 1 0 1 1 0 0
1 1 1 0 0 1 1 0 1 1 0 0 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0 1 0 1 1 0 1 0 1 1 0
1 1 1 0 0 0 1 1 0 1 1 0 1 0 0 1 1 1 1 0 1 1 1 1 0 1 0 1 0 0 0 0 1 0 1 0 0
1 0 1 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 1 0 1 1 0 0 1 1 0 0 1 1 0 0 0 1 0
1 1 0 0 0 0 0 0 1 0 0 0 1 1 1 1 0 1 1 1 1 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0
1 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 1 1 0 0 1 1 0 1 0 1 0 0 1 0 0 0 1 1 0 1
0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 1 1 0 1 1 1 1 0
1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0
0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 0 1 0 0 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0
1 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 1 1 0 0 1 0 0 1 0 1
0 0 0 0 0 1 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 0 1 0 0 1 0 0 0 1 0 1 1 1 0 0 1
1 1 0 0 1 1 0 1 0 1 1 1 1 1 1 0 0 0 0 1 1 0 0 1 1 0 1 1 0 1 0 1 0 0 0 1 1
0 0 0 0 0 0 0 1 1 0 1 0 0 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 0
0 1 0 0]
Done
time 10 second pass = 1585898171130 , and time now = 1585898181130
----------------- data ready to process -----------------
Accuracy : 99.99641718318942 %
--- 10.2993469238 seconds ---
Precision : 0.5844298245614035
Recall : 0.5844298245614035
f1 Socre : 0.5844298245614035
[0 0 1 0 1 0 1 1 1 1 0 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 1 0 1 0 1 0 1 0 1
0 1 0 0 1 0 0 0 0 1 1 0 0 0 1 0 1 0 1 0 1 0 0 1 1 0 1 0 0 1 0 0 0 0 1 0 1
0 0 0 1 0 1 1 0 1 0 1 1 0 0 1 0 0 1 1 1 1 1 1 0 0 1 0 1 0 0 1 1 1 1 0 0 0
1 1 0 0 0 0 0 1 1 0 1 0 1 0 1 1 0 1 0 0 0 0 1 1 0 1 0 0 1 0 0 1 0 1 0 0 0
0 1 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 1 0 0 0 0 1 1 1 1 1 0 0 0 1 1 1 1 0 1 1
0 0 0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 1 1 1 1 0 0 1 0 0 0
0 1 0 0 0 1 1 0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 0 0 1 1 0
1 0 1 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 1 1 0
1 0 0 1 1 0 0 1 1 0 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 1
0 1 0 1 1 0 1 0 1 0 1 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 1 1 1 0 0 0 1 1 0 0 0
1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0 1 1 0 1 1 1 1 1 0
1 0 0 1 0 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 1 0 1 1 0 0 0 1 1 0 1 1 0 0 0 0 0
1 0 0 0 1 1 1 0 1 1 0 0 0 0 1 1 0 1 1 1 0 1 1 1 0 0 1 1 1 1 1 0 0 1 0 1 1
0 1 1 0 1 0 0 1 1 0 1 1 0 1 0 1 1 0 0 1 0 0 0 0 1 1 1 1 0 1 0 1 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 1 0 1 0 1 0 0 0 0 0 1 0
0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 0 0 0 1 0 1 0 1 1 0 1 0 0 0 0 0 1 1 0 0 0 0
0 0 0 0 1 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 1 0 1 1 0 0 1 1
0 0 0 0 0 1 0 1 1 0 0 0 0 1 1 0 0 0 1 1 1 1 0 1 1 1 1 1 0 0 1 0 0 0 0 1 0
0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0
0 1 0 0 0 0 0 1 1 0 1 1 1 1 0 0 1 1 1 0 1 0 1 1 0 1 1 1 1 0 1 0 1 1 0 0 0
1 0 1 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 1 1 0 1 1 1 1 0 1 0 0 0 0 0 1 1 0 1
1 0 0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0
1 1 1 1 1 1 0 1 0 1 0 1 1 0 1 0 0 1 0 1 1 1 1 0 1 0 1 1 1 0 0 1 0 0 1 1 1
1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 1 1 0 1 0 0 0 1 0 1 1 0 1 0
1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0]
Done
time 10 second pass = 1585898191129 , and time now = 1585898201129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.87890601158 seconds ---
Precision : 0.5712209302325582
Recall : 0.5712209302325582
f1 Socre : 0.5712209302325582
[1 1 1 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 1 1 1 1 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0
0 1 0 0 1 0 1 1 1 0 1 1 1 0 1 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 1 1 1 1
0 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 1 0 0 0 1 0 1 0 0 1 0
0 1 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 1 0 1 1 0 1 1
0 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 1 1 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 1 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 1 1 1 1 0 0 0 0
0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1 1 0 0 1 0 1 0 1
1 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0
0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 1 1 1 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 0 1 0 1 1 1 0 0 1 1 0 0 1 1 1 1 0 1 0 1
0 0 0 0 1 0 0 0 0 1 1 1 1 1 0 0 0 1 0 1 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 1 0
0 1 1 0 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0
1 0 0 0 0 0 0 1 1 0 1 0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 0 1 1 0 1 1 0 1 0 1 0
0 0 1 1 0 0 0 1 0 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1
0 0 1 1 0 1 1 1 1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 1 1 1 1 1 0 0 0 1
0 0 1 1 0 1 1 1 0 1 0 1 1 0 0 0 1 1 1 0 1 1 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0
0 1 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1 0 1 0 0 1 1 1 0 1 1 0 1 0 1 1 1
0 0 0 0 1 1 1 1 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1 1
1 1 0 0 1 1 0 1 0 0 0 1 0 1 0 0 0 0 0 1 1 0]
Done
time 10 second pass = 1585898211129 , and time now = 1585898221129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.1900498867 seconds ---
Precision : 0.5879888268156425
Recall : 0.5879888268156425
f1 Socre : 0.5879888268156425
[1 0 0 1 1 0 1 1 0 0 0 0 1 0 1 0 1 0 1 1 1 0 0 1 1 0 1 1 0 0 1 1 0 0 0 1 0
0 1 0 0 1 1 1 0 0 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0 0 1 0 0 1 0 0 1 1 0 1 1 1
0 0 1 1 1 0 0 1 0 1 1 0 1 1 0 0 1 1 0 0 0 1 0 0 1 0 0 1 0 0 1 1 0 0 0 1 1
0 0 1 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0
0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 1 1 1 1
1 1 0 1 1 1 1 0 0 1 0 0 0 0 1 1 1 1 1 0 0 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0
0 0 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 1 1 1 0 1 0 1 0 0 0 1 0 1 1 0 1 0 0 0 1
0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 0 1 1 0 0 1 0 1 1 0 1 0 1 0 1 0 0 0 0
1 0 1 1 0 0 0 1 1 1 0 0 1 1 0 0 0 0 1 0 0 0 1 0 0 1 0 0 1 0 0 1 1 1 1 1 0
0 0 0 0 1 1 0 0 1 1 0 1 0 1 0 0 1 0 1 0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0
0 0 1 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 1
0 1 1 1 0 1 1 0 1 0 1 0 0 0 1 1 0 1 1 0 1 0 0 1 1 0 0 0 0 1 1 1 0 0 0 0 0
1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 0 0 1 1 1 1 0 1 1 0 1 1 0 0 0 1 0 1
1 1 0 1 1 1 0 1 0 0 0 0 1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0
1 0 1 1 1 1 0 1 0 0 0 1 0 0 1 1 1 0 0 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0
0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 0 1 1 0 0 0 0 0 1
0 1 1 0 1 0 1 1 0 0 1 0 0 1 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 0 1 1 0 1 0 1 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0 1 1 1 0 0 1 1 1 1
0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1 1 0 0 1 1 0 1 0 1 0 0 0 1 1 0 0 0
0 1 0 1 1 0 0 0 0 0 0 1 1]
Done
time 10 second pass = 1585898231129 , and time now = 1585898241129
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.11141204834 seconds ---
Precision : 0.5862619808306709
Recall : 0.5862619808306709
f1 Socre : 0.5862619808306709
[1 0 0 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 0 1 0 1 1 1 0 0
0 0 1 1 0 0 0 0 0 0 0 1 1 1 1 1 0 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 1 0 0 1 0 1 1 0 1 0 0 1 0 0 1 0 1 1 0 1 0 0 0 1 0 1 1 0 0 1 1 0
1 1 0 1 0 1 0 1 0 0 0 1 1 1 0 1 0 0 0 1 1 1 0 1 0 0 1 0 1 1 0 1 0 0 1 0 0
1 1 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 1 1 1 1 0 0 1 0 0 0 0 0 1 1 1 1 0 0 0 0
0 0 1 0 1 1 0 0 0 1 1 1 0 1 0 0 1 1 0 1 0 0 1 0 0 1 1 1 1 0 1 1 1 0 0 1 0
0 1 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0 1 1 1 1 0 0 0 1 1 1 0 0 1 0 0 1 1 0 1 0
0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 1 1 1 0 0 0 0
1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 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 0 0 1 0 1 1 1 0 1 0 1 0 1 0 0 0 0 1 1 1
0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0
0 0 1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 1 1 1 0
1 0 1 0 0 1 1 0 1 0 1 1 0 0 1 1 0 0 1 1 0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 0 0
0 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 0 1 1 1 1 0 0 1 0 1 1 0 1
0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 0 1 1 1 1 0 0 0 1 0 1 0 0
1 0 1 0 0 1 1 1 1 0 0 0 1 0 0 1 0 1 0 1 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0
1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 1 0 1 0 0 1 0 0 1 1 1 1 1 1]
Done
time 10 second pass = 1585898251129 , and time now = 1585898261129
----------------- data ready to process -----------------
Accuracy : 99.992820733721 %
--- 8.9454228878 seconds ---
Precision : 0.5785797438882422
Recall : 0.5785797438882422
f1 Socre : 0.5785797438882422
[1 1 1 0 1 1 0 1 0 1 0 0 1 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 0 1 1 1 0 0 0 0
0 1 0 1 1 0 1 1 0 1 0 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 1 1 1
0 0 0 1 0 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1 0 1 0 1 0 0 1 0 0 0 0 0
0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 1 1 1 1 0 1 0 0 1 1 1 0 1 0 0 1 0 1 1 1 0 0
1 1 1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 0 1 1 1 0 1 1 1 0
0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 1 1 1 0 1
0 0 1 1 0 1 0 1 0 0 0 0 1 1 1 0 0 1 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 1 0
1 0 1 0 1 0 0 1 0 0 1 0 1 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 1 1 1 0 1 0 1 0 0
0 1 0 1 1 1 0 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 1 1
0 1 1 0 1 1 0 0 0 0 0 1 0 1 1 0 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 0
1 0 0 1 1 0 0 0 0 1 1 1 0 0 1 0 1 1 0 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 1
1 0 1 1 0 1 1 1 1 0 1 1 0 1 1 0 0 1 0 0 1 0 1 1 0 0 0 1 1 1 0 0 1 0 0 1 1
1 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 0 1 0 1 0 1 1 1 0 1 0 1 1 1 0
0 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0
1 0 1 0 0 1 0 0 1 0 0 0 0 0 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1
0 0 0 1 0 0 1 1 1 1 1 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0
0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 0 1 1 0 0 1 1 0 0 0 0
1 1 1 0 0 1 1 0 0 0 0 1 1 0 1 1 0 0 1 1 1 1 1 0 1 0 0 0 1 0 0 1 0 1 1 0 0
0 0 0 0 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 1 1 1 1 1 1
1 0 1 0 0 0 1 1 0 1 0 1 1 1 0 0 1 1 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1 0 0 0 0
0 0 0 0 1 0 0 1 1 1 0 1 0 1 1 1 1 1 1 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 0
0 0 1 1 0 0 1 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 1 1 0 1 1 0 0 1 1 0
1 1 0 0 0 1 1 1 0 0 0 1 0 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0 0 0 1 1
0 1 1 1 0 1 0 1]
Done
time 10 second pass = 1585898271133 , and time now = 1585898281133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 8.88528513908 seconds ---
Precision : 0.6059817945383615
Recall : 0.6059817945383615
f1 Socre : 0.6059817945383615
[1 1 1 0 0 0 0 1 0 1 0 1 1 0 1 0 1 1 1 1 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 0
1 1 0 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 1 0 0 0 1 1 0 1 0 1 1 0 1
1 1 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 1 1 1 1 1 1 0 0 0 0 0 0 1 0 0 0
0 0 0 0 1 1 1 1 0 0 0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0
0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 1 1 1 0 1 1 0 0 1 0 1 1 1 0 1 0 0 0 0 1 1
0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0
1 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 1 1 1 1
1 0 0 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 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 0 0 1 1 0 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0
0 1 1 0 1 1 0 0 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1
0 0 0 0 0 1 0 0 0 0 0 0 1 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 1 0 0 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 0 1 1 1 0 1 0 0 1 0 0 1 1 0
0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0 0
0 1 0 1 1 1 1 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 1 1 1 0 1 0 1 1 0 1 0 1 1 0 1
0 0 0 1 1 0 0 1 0 0 1 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 1 1 1 0 1 1 1 0 0 0
0 1 0 1 0 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
0 0 0 1 1 0 1 1 1 0 0 0 0 0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 1 1 1 1 0 0 0
0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 1 0 0 0 1 1 1 0 1 0 1 1 0 0 0 1 1 1 0 0
0 1 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 1 1 0 1 0 1 0 0 0 1 1 1 0 1 0 0 1 0 0
0 1 1 1 1 1 1 0 0 0 0 0 0 1 1 0 1 0 1 1 1 0 1 0 1 1 1 0 0 0 0 0 0 1 1 0 0
1 0 0 1 1 0 0 1 1 0 0 1 0 1 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0]
Done
time 10 second pass = 1585898291129 , and time now = 1585898301129
----------------- data ready to process -----------------
Accuracy : 99.9928080837139 %
--- 8.77923798561 seconds ---
Precision : 0.5765432098765432
Recall : 0.5765432098765432
f1 Socre : 0.5765432098765432
[1 1 0 1 1 1 0 1 1 0 0 1 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1
0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 1 0 1 0 0 0 1 0 1 1 0
1 0 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 1 0 0 1 0 1 1 1 0 0 0 0 1 0 1 1 0 0 0 1
0 1 0 0 1 1 0 1 1 0 1 1 1 1 0 0 0 0 1 0 1 0 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0
0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 1
0 1 1 1 1 0 0 1 0 1 0 0 1 0 1 0 1 1 0 0 1 0 0 1 0 1 1 0 1 0 1 1 1 1 1 0 0
0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1
0 1 1 1 0 1 1 0 0 0 1 1 0 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 0 0 0
0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 1 0 0 0 1 1 1 1 0 0
1 0 1 1 1 0 1 1 0 0 1 0 1 1 1 1 0 1 0 1 0 0 1 0 0 1 1 1 0 0 0 0 0 1 0 0 1
1 1 0 1 0 0 0 1 0 1 0 1 0 1 1 0 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 0 0 0 0
1 0 1 0 0 1 0 1 1 0 1 0 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0
1 0 1 0 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 0 0 1 0 1 0 1 1 0 1
0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 0 1 0 0 0 1 0
1 0 0 0 1 1 1 1 0 1 1 0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 1 1 1
1 0 1 1 0 0 1 0 0 0 0 1 1 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 1
1 1 0 1 1 1 1 0 0 1 0 0 1 0 1 1 1 0 1 0 0 0 0 1 0 0 0 0 0 1 1 1 0 1 0 0 1
0 0 1 0 0 0 0 1 0 1 1 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 0 1 1 1 1 0 0 1 0 0 0
0 0 1 0 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0
1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0 1 1 0 1 0 1 1 1 0 0 0 0 1 0
1 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 0 0 1 0 0 1 0
0 0 0 1 1 0 1 0 0 1 1 0 0 1 0 1 0 1 1 0 1 0 0 1 1 1 0 1 0 0 1 0 0]
Done
time 10 second pass = 1585898311129 , and time now = 1585898321129
----------------- data ready to process -----------------
Accuracy : 99.98564301353146 %
--- 8.70837402344 seconds ---
Precision : 0.6090487238979119
Recall : 0.6090487238979119
f1 Socre : 0.6090487238979119
[0 0 1 0 0 0 1 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 0 1
0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0
0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1
0 0 0 0 0 0 0 1 1 1 1 1 1 0 0 1 1 1 1 0 1 0 0 1 1 0 0 1 0 0 0 1 1 1 0 0 1
1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0
0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 1 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1
1 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 1 0 0 1 1 1 1 0 0 0 1 0 1 1 1
0 0 1 0 0 0 0 0 0 0 1 1 0 1 1 1 0 0 0 0 0 0 1 0 1 0 1 0 0 0 1 1 1 1 0 1 1
0 1 0 0 0 1 1 1 0 0 1 1 0 1 0 1 0 0 0 1 0 1 0 1 1 1 0 0 1 1 0 1 1 1 0 0 0
1 0 1 0 0 1 1 0 0 1 1 0 0 1 1 1 0 0 1 1 0 1 0 1 1 1 0 0 0 1 1 0 0 1 0 1 1
0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 1 0 1 0 1 1 0 0 1 1 0 0 1 0 0 1 1 1
1 1 0 0 1 1 1 0 1 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 0
1 0 1 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 1
0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 1 0
0 0 0 1 1 0 1 0 0 1 0 1 0 1 1 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 1 1 1 0 0 1
0 1 1 1 0 0 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 0 0 1 1 0 1 0 0
0 0 0 1 0 1 1 0 0 1 1 1 0 0 1 0 1 0 0 0 0 1 1 1 1 1 0 0 1 0 1 0 0 0 0 1 1
1 0 0 0 0 1 0 0 0 1 1 0 0 1 0 1 0 1 1 0 0 1 0 0 1 0 1 1 0 0 0 1 1 0 0 0 1
1 0 0 1 1 1 0 1 1 0 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 1 0 1 1 0 0 1 0 1 1 1 0
0 1 0 1 0 1 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0 0 1 1 1 1
1 0 1 1 0 0 0 1 1 1 0 0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0 0
0 1 0 0 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1 1 0
0 1 0 1 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 1 1 0 1 1 0 0 0 0 0
0 0 0 1 1 0 0 1 0 0 1]
Done
time 10 second pass = 1585898331129 , and time now = 1585898341129
----------------- data ready to process -----------------
Accuracy : 99.99639366727975 %
--- 8.26648187637 seconds ---
Precision : 0.5589041095890411
Recall : 0.5589041095890411
f1 Socre : 0.5589041095890411
[0 0 0 1 1 1 0 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0 1 1 0 1 0 1 0 1 1 0 0 1 0 0 0
1 0 0 0 0 0 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0 1 0 0 1 1
0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 1 1 1 1 0 1 0 0
1 1 1 1 1 0 1 1 1 1 1 0 1 0 0 1 1 0 1 1 0 1 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0
1 0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 0 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 1 1
1 0 1 0 1 0 1 0 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 0 0 0 1 0 1 0 0 1 1 0 0 0
0 1 1 1 0 1 0 0 0 1 0 1 1 1 0 1 0 0 0 0 0 1 0 0 1 1 0 0 1 0 1 1 1 1 1 1 0
0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 1 1 1 0 1 1 0 0 0 0 0 1 1 0 0 0 1 1 1 0 0 1
0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 0 0 0 1 0 0 0 1 1 1 0 1 0 0 0 1 0 0 1 1 1
0 1 0 0 0 1 1 0 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 0 0 1
1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0 0 1 0 1 1 1 1 0 1 0 1 1 1
0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0 0 1 0 1 1 0 0 1
0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1
0 0 0 0 0 1 0 1 1 0 1 0 0 0 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 1
0 0 0 1 1 0 1 1 0 0 0 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0
0 0 0 0 0 0 0 1 1 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 1 1 0
1 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 1 1 1 0 1 1 0 0 1 0 0 1 1 1 1
1 0 1 0 1 0 1 0 0 1 1 0 1 1 0 1 1 0 1 0 1 0 1 0 1 0 0 1 1 0 0 0 1 0 0 0 1
1 0 1 1 1 0 1 0 1 1 1 1 0 0 0 0 1 0 1 1 1 0 1 0 1 0 0 1 0 1 1 0 0 1 0 0 0
0 0 1 1 1 0 1 1 1 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1 1 0 0]
Done
time 10 second pass = 1585898351133 , and time now = 1585898361133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.76980805397 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585898371133 , and time now = 1585898381133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 7.9287981987 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1 1 1]
Done
time 10 second pass = 1585898391133 , and time now = 1585898401133
----------------- data ready to process -----------------
Accuracy : 100.0 %
--- 9.91784977913 seconds ---
Precision : 1.0
Recall : 1.0
f1 Socre : 1.0
[1 1 1 1 1 1]
Done