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
******************************
       Modified Chi2(序列)
******************************
离散化前断点个数为：
49
18
12
19
15
26
58
i=4 maxd=1.59589
i=6 maxd=1.39912
i=6 maxd=2.59821
i=2 maxd=1.36622
i=1 maxd=1.18234
i=6 maxd=0.980167
i=6 maxd=1.39616
i=5 maxd=0.832
i=4 maxd=0.813549
i=4 maxd=1.44946
i=1 maxd=0.637148
i=2 maxd=0.413752
i=1 maxd=0.279786
i=5 maxd=0.0594769
i=1 maxd=0
i=6 maxd=2.02951
aaaa=0.75
46
16
12
16
13
21
58
i=1 maxd=1.64333
i=1 maxd=1.62391
i=1 maxd=1.90607
i=1 maxd=1.385
i=4 maxd=1.29909
i=1 maxd=1.12775
i=4 maxd=1.03211
i=4 maxd=0.60871
i=4 maxd=0.792222
i=5 maxd=0.272758
i=6 maxd=0.12
i=7 maxd=0.12
i=4 maxd=0.116093
i=3 maxd=0.0996296
i=1 maxd=0.0616667
i=1 maxd=0.0319512
i=1 maxd=2.86635
i=1 maxd=2.50287
i=1 maxd=2.74209
i=1 maxd=2.85684
i=7 maxd=0.01
i=1 maxd=0
i=6 maxd=2.30154
aaaa=0.9
35
16
11
11
12
19
56
i=6 maxd=6.36359
i=4 maxd=1.85
i=2 maxd=1.70524
i=5 maxd=1.67624
i=5 maxd=1.6736
i=2 maxd=1.67154
i=2 maxd=2.89571
i=6 maxd=1.65444
i=6 maxd=1.64
i=6 maxd=7.03048
i=6 maxd=5.68211
i=6 maxd=3.11273
i=5 maxd=1.49931
i=1 maxd=1.4225
i=1 maxd=2.02333
i=1 maxd=1.38778
i=1 maxd=1.58778
i=1 maxd=1.36
i=6 maxd=1.3159
i=7 maxd=1.31556
i=7 maxd=1.44143
i=1 maxd=1.27
i=7 maxd=1.1975
i=1 maxd=1.18653
i=1 maxd=1.63632
i=1 maxd=1.44
i=2 maxd=1.14102
i=7 maxd=1.12111
i=7 maxd=1.41952
i=7 maxd=1.14158
i=7 maxd=1.22301
i=1 maxd=1.0975
i=3 maxd=0.967408
i=3 maxd=2.40634
i=2 maxd=0.965
i=6 maxd=0.905962
i=4 maxd=0.859254
i=5 maxd=0.84
i=1 maxd=0.836203
i=6 maxd=0.825182
i=1 maxd=0.76
i=1 maxd=0.843333
i=6 maxd=0.76
i=7 maxd=0.76
i=2 maxd=0.752857
i=2 maxd=2.43234
i=2 maxd=1.19196
i=4 maxd=0.61
i=4 maxd=3.18
i=7 maxd=0.61
i=7 maxd=1.38778
i=7 maxd=2.735
i=7 maxd=1.77327
i=7 maxd=1.1725
i=7 maxd=3.01171
i=7 maxd=1.46714
i=7 maxd=2.97
i=7 maxd=1.66208
i=7 maxd=2.9362
i=7 maxd=1.80048
i=7 maxd=2.90825
i=7 maxd=1.90375
i=7 maxd=1.55286
i=1 maxd=0.469656
i=1 maxd=0.857527
i=7 maxd=0.433077
i=7 maxd=0.691548
i=7 maxd=0.294722
i=7 maxd=0.367143
i=1 maxd=0.176667
i=7 maxd=0.0327273
i=7 maxd=1.24077
i=1 maxd=0
i=7 maxd=0.765
aaaa=0.95
19
8
9
7
8
9
27
i=7 maxd=1.52889
i=2 maxd=0.723753
i=5 maxd=0.64
i=5 maxd=3.71818
i=5 maxd=3.47778
i=7 maxd=0.64
i=7 maxd=0.64
i=7 maxd=1.89
i=7 maxd=1.30667
i=7 maxd=1.80667
i=7 maxd=1.44
i=7 maxd=1.04
i=7 maxd=0.64
i=7 maxd=1.99
i=7 maxd=2.76778
i=7 maxd=2.59
i=7 maxd=1.70875
i=1 maxd=0.521579
i=1 maxd=2.05304
i=4 maxd=0.334444
i=4 maxd=5.94357
i=4 maxd=1.78804
i=7 maxd=0.24
i=1 maxd=0
i=6 maxd=1.38
aaaa=0.975
17
7
9
4
5
8
13
i=6 maxd=5.79327
i=1 maxd=0.55
i=1 maxd=4.8
i=1 maxd=0.254286
i=7 maxd=0.136964
i=1 maxd=0
i=5 maxd=1.51787
aaaa=0.99
14
7
9
4
4
7
12
i=1 maxd=1.47938
i=1 maxd=3.4273
i=6 maxd=0.8
i=6 maxd=9.35518
i=7 maxd=0.48
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
i=7 maxd=0.48
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
i=7 maxd=0.48
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
i=1 maxd=2.99098
i=7 maxd=0.48
14.2364 14.6 31.6758 23.5905 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 9.93011 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 -5.24173 -3.63823 -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 -3.96884 -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 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 -0.884247 -0.884247 -1.22833 -1.395 -1.51291 -1.53395 -1.60145 -1.67465 -1.71133 -1.8175 -1.88458 -2.52437 -2.622
28 -2.77693 -2.84697 -3.63823 -3.96884 -4.0101 -4.16771 -4.52183 -4.96287 -5.08968 -5.10501 -5.24173 -5.395 -7.15093 -8.23954 -8.48108 -15.6257 -15.895 -19.1442 -25.8589
6 1 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 0 2 6 2 5 3 1 2 2
i=1 maxd=6.71931
8.38069 31.6758 23.5905 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 9.93011 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 -5.24173 -3.63823 -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 -3.96884 -19.1442 -8.23954 -4.52183 -15