machine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

2   3   3   2   2   1   3   3   1   3   3   1   1   1   1   1   1   1   1   1   1   1   1   2   2   1   2   2   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1
1   1   2   2   1   1   1   1   2   1   3   3   2   2   3   4   2
1   2   1   1   1   1   1   1   1   4   4
3   1   1   1   2   2   1   1   2   2   4   4   2   1   3   3   1   2
2   2   1   3   2   2   2   4   5   5   4   1   1   1
1   1   1   1   1   3   3   2   1   2   2   2   5   5   1   5   5   1   1   2   2   3   1   1   2
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   2   1   1   2   1   1   1   1   1   1   1   1   1   1   1
1   1   1   1   1   2   1
******************************
       除根号下2倍自由度
******************************
离散化前断点个数为：
49
18
12
19
15
26
58
aaaa=0.75
45
16
12
16
13
22
58
aaaa=0.9
35
16
11
11
12
19
56
aaaa=0.95
19
8
10
7
8
9
27
aaaa=0.975
17
7
10
4
5
8
13
aaaa=0.99
13
7
9
4
5
7
12
14.2364 14.6 23.6771 53.6 9.47059 9.47059 10.9785 10.9785 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 11.2192 27.3864 28.2
795 9.93011 15.1227 33.9919 8.79933 10.6562 15.6729 10.4 20.0678 36.5739 6.50612 9.50078 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
-0.331055 -0.459619 -3.66887 -14.2482 -0.130294 -0.130294 -0.884247 -0.884247 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.9688
4 -19.1442 -8.23954 -4.52183 -0.00785264 -6.60807 -4.16771 -0.360055 -1.60145 -4.96287 -1.53395 -2.84697 -1.82605 0.326599 -0.94334 -5.70824 0.0875947 -2.02995 -1.8175 -38.5868 -2.52437 -1.22833 -1.88
458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 3 4 4 4 5 5 5 5 5 5 6 6 6 6 6 6 6 6 6 6 6
*************
0.339411 0.326599 0.0938446 0.0875947 -0.00785264 -0.130294 -0.130294 -0.331055 -0.35443 -0.360055 -0.369725 -0.459619 -0.656884 -0.81382 -0.884247 -0.884247 -0.94334 -1.22833 -1.395 -1.51291 -1.53395
 -1.60145 -1.67465 -1.71133 -1.8175 -1.82605 -1.88458 -2.02995 -2.52437 -2.62228 -2.77693 -2.84697 -3.66887 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.10501 -5.395 -5.70824 -6.60807 -8.23954 -14.2
482 -15.895 -19.1442 -25.8589
6 5 1 6 3 0 0 0 1 4 6 0 0 1 0 0 5 6 6 2 5 4 2 6 6 5 6 6 6 0 1 5 0 2 1 3 2 4 0 2 5 3 2 0 1 2 2
14.2364 14.6 23.6771 53.6 9.47059 9.47059 10.9785 10.9785 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 11.2192 27.3864 28.2
795 9.93011 15.1227 33.9919 8.79933 10.6562 34.4312 46.1793 6.50612 9.50078 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
-0.331055 -0.459619 -3.66887 -14.2482 -0.130294 -0.130294 -0.884247 -0.884247 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.9688
4 -19.1442 -8.23954 -4.52183 -0.00785264 -6.60807 -4.16771 -0.360055 -1.60145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 0.0875947 -2.02995 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.36
9725 -1.71133 -1.395
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6 6
*************
0.339411 0.0938446 0.0875947 -0.00785264 -0.130294 -0.130294 -0.331055 -0.35443 -0.360055 -0.369725 -0.459619 -0.656884 -0.81382 -0.884247 -0.884247 -1.22833 -1.395 -1.51291 -1.53395 -1.60145 -1.67465
 -1.71133 -1.8175 -1.88458 -2.02995 -2.52437 -2.62228 -2.77693 -2.84697 -3.66887 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -6.60807 -8.23954 -8.48108 -14.2482 -15.895 -19.14
42 -25.8589
6 1 6 3 0 0 0 1 4 6 0 0 1 0 0 6 6 2 5 4 2 6 6 6 6 6 0 1 5 0 2 1 3 2 4 5 0 2 3 2 5 0 1 2 2
14.2364 14.6 23.6771 53.6 9.47059 9.47059 10.9785 10.9785 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 11.2192 27.3864 28.2
795 9.93011 15.1227 33.9919 8.79933 10.6562 34.4312 46.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
-0.331055 -0.459619 -3.66887 -14.2482 -0.130294 -0.130294 -0.884247 -0.884247 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.9688
4 -19.1442 -8.23954 -4.52183 -0.00785264 -6.60807 -4.16771 -0.360055 -1.60145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71
133 -1.395
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
0.339411 0.0938446 -0.00785264 -0.130294 -0.130294 -0.331055 -0.35443 -0.360055 -0.369725 -0.459619 -0.656884 -0.81382 -0.884247 -0.884247 -1.22833 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133
-1.8175 -1.88458 -2.52437 -2.62228 -2.77693 -2.84697 -3.66887 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -6.60807 -7.15093 -8.23954 -8.48108 -14.2482 -15.895 -19.1442 -25.858
9
6 1 3 0 0 0 1 4 6 0 0 1 0 0 6 6 2 5 4 2 6 6 6 6 0 1 5 0 2 1 3 2 4 5 0 2 3 6 2 5 0 1 2 2
14.2364 14.6 23.6771 53.6 9.47059 9.47059 10.9785 10.9785 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 9.930
11 15.1227 33.9919 8.79933 10.6562 34.4312 46.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
-0.331055 -0.459619 -3.66887 -14.2482 -0.130294 -0.130294 -0.884247 -0.884247 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.9688
4 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -0.360055 -1.60145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
0.339411 0.0938446 -0.130294 -0.130294 -0.331055 -0.35443 -0.360055 -0.369725 -0.459619 -0.656884 -0.81382 -0.884247 -0.884247 -1.22833 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133 -1.8175 -1.8
8458 -2.52437 -2.62228 -2.77693 -2.84697 -3.66887 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -7.15093 -8.23954 -8.48108 -14.2482 -15.6257 -15.895 -19.1442 -25.8589
6 1 0 0 0 1 4 6 0 0 1 0 0 6 6 2 5 4 2 6 6 6 6 0 1 5 0 2 1 3 2 4 5 0 2 6 2 5 0 3 1 2 2
14.2364 14.6 44.8725 16.9252 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 9.93011 15.1227 33.9919 8.79933 10
.6562 34.4312 46.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
-0.331055 -0.459619 -9.4149 -1.28169 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.
16771 -0.360055 -1.60145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
0.339411 0.0938446 -0.331055 -0.35443 -0.360055 -0.369725 -0.459619 -0.656884 -0.81382 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133 -1.8175 -1.88458 -2.52437 -2.62228 -2.77693
 -2.84697 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -15.895 -19.1442 -25.8589
6 1 0 1 4 6 0 0 1 6 0 6 2 5 4 2 6 6 6 6 0 1 5 2 1 3 2 4 5 0 2 6 2 5 0 3 1 2 2
8.38069 44.8725 16.9252 13.8496 10.3385 7.55897 9.91886 41 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 9.93011 15.1227 33.9919 8.79933 10.6562
 34.4312 46.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -2.62228 -0.656884 -0.35443 -15.895 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -0.360
055 -1.60145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 1 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
2.12483 0.339411 0.0938446 -0.35443 -0.360055 -0.369725 -0.656884 -0.81382 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133 -1.8175 -1.88458 -2.52437 -2.62228 -2.77693 -2.84697 -3
.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -15.895 -19.1442 -25.8589
0 6 1 1 4 6 0 1 6 0 6 2 5 4 2 6 6 6 6 0 1 5 2 1 3 2 4 5 0 2 6 2 5 0 3 1 2 2
8.38069 44.8725 16.9252 13.8496 10.3385 7.55897 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 9.93011 15.1227 33.9919 8.79933 10.6562 34
.4312 46.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -2.62228 -0.656884 -27.2212 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -0.360055 -1.6
0145 -4.96287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
2.12483 0.339411 0.0938446 -0.360055 -0.369725 -0.656884 -0.81382 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133 -1.8175 -1.88458 -2.52437 -2.62228 -2.77693 -2.84697 -3.96884 -4
.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -19.1442 -25.8589 -27.2212
0 6 1 4 6 0 1 6 0 6 2 5 4 2 6 6 6 6 0 1 5 2 1 3 2 4 5 0 2 6 2 5 0 3 2 2 1
8.38069 44.8725 16.9252 13.8496 10.3385 7.55897 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 16.2367 33.9919 8.79933 10.6562 34.4312 46
.1793 16.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -2.62228 -0.656884 -27.2212 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -2.05622 -4.96
287 -1.53395 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
2.12483 0.339411 0.0938446 -0.369725 -0.656884 -0.81382 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.67465 -1.71133 -1.8175 -1.88458 -2.05622 -2.52437 -2.62228 -2.77693 -2.84697 -3.96884 -4.0101 -4.1
6771 -4.52183 -4.96287 -5.08968 -5.10501 -5.395 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -19.1442 -25.8589 -27.2212
0 6 1 6 0 1 6 0 6 2 5 2 6 6 6 4 6 0 1 5 2 1 3 2 4 5 0 2 6 2 5 0 3 2 2 1
8.38069 44.8725 16.9252 13.8496 15.0975 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 16.2367 33.9919 8.79933 10.6562 34.4312 46.1793 16
.7429 9.20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -5.98745 -27.2212 -0.81382 0.0938446 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -2.05622 -4.96287 -1.533
95 -2.84697 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
2.12483 0.339411 0.0938446 -0.369725 -0.81382 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.67465 -1.71133 -1.8175 -1.88458 -2.05622 -2.52437 -2.77693 -2.84697 -3.96884 -4.0101 -4.16771 -4.52183 -4.96
287 -5.08968 -5.10501 -5.395 -5.98745 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -19.1442 -25.8589 -27.2212
0 6 1 6 1 6 0 6 2 5 2 6 6 6 4 6 1 5 2 1 3 2 4 5 0 2 0 6 2 5 0 3 2 2 1
8.38069 44.8725 16.9252 13.8496 15.0975 28.1859 8.91057 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 16.2367 33.9919 8.79933 10.6562 34.4312 46.1793 16.7429 9.
20034 61.2 10.2 11.6667 12.9792 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -5.98745 -5.26297 0.934656 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -2.05622 -4.96287 -1.53395 -2.8469
7 -5.08968 -8.48108 -7.15093 -1.8175 -38.5868 -2.52437 -1.22833 -1.88458 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 5 5 5 5 6 6 6 6 6 6 6 6 6 6
*************
2.12483 0.934656 0.339411 -0.369725 -1.22833 -1.28169 -1.395 -1.51291 -1.53395 -1.67465 -1.71133 -1.8175 -1.88458 -2.05622 -2.52437 -2.77693 -2.84697 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.089
68 -5.10501 -5.26297 -5.395 -5.98745 -7.15093 -8.23954 -8.48108 -9.4149 -15.6257 -19.1442 -25.8589
0 1 6 6 6 0 6 2 5 2 6 6 6 4 6 1 5 2 1 3 2 4 5 0 1 2 0 6 2 5 0 3 2 2
8.38069 44.8725 16.9252 13.8496 15.0975 28.1859 8.91057 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 16.2367 33.9919 8.79933 10.6562 34.4312 46.1793 16.7429 9.
20034 38.2832 17.4848 6.15 9.94945 12.6327 12
2.12483 -9.4149 -1.28169 -5.10501 -5.98745 -5.26297 0.934656 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -2.05622 -4.96287 -1.53395 -2.8469
7 -5.08968 -8.48108 -7.15093 -1.8175 -14.5366 -4.13742 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 0 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 5 5 5 5 6 6 6 6 6 6 6 6
*************
2.12483 0.934656 0.339411 -0.369725 -1.28169 -1.395 -1.51291 -1.53395 -1.67465 -1.71133 -1.8175 -2.05622 -2.77693 -2.84697 -3.96884 -4.0101 -4.13742 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.262
97 -5.395 -5.98745 -7.15093 -8.23954 -8.48108 -9.4149 -14.5366 -15.6257 -19.1442
0 1 6 6 0 6 2 5 2 6 6 4 1 5 2 1 6 3 2 4 5 0 1 2 0 6 2 5 0 6 3 2
8.38069 45.3314 10.1563 15.0975 28.1859 8.91057 24.6423 21.1543 8.99832 20 43.2 8.76957 12.2428 33.704 41.1557 26.0897 49.475 28.2795 16.2367 33.9919 8.79933 10.6562 34.4312 46.1793 16.7429 9.20034 38
.2832 17.4848 6.15 9.94945 12.6327 12
2.12483 -9.56001 1.11146 -5.98745 -5.26297 0.934656 -4.0101 -2.77693 -1.67465 -5.395 -25.8589 -1.51291 -3.96884 -19.1442 -8.23954 -4.52183 -15.6257 -4.16771 -2.05622 -4.96287 -1.53395 -2.84697 -5.0896
8 -8.48108 -7.15093 -1.8175 -14.5366 -4.13742 0.339411 -0.369725 -1.71133 -1.395
0 0 0 0 1 1 1 1 2 2 2 2 2 2 2 2 3 3 4 4 5 5 5 5 6 6 6 6 6 6 6 6
*************
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-5.98745 -7.15093 -8.23954 -8.48108 -9.56001 -14.5366 -15.6257 -19.1442
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*************
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