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
17
7
10
7
6
9
13
10.8457 15.8 14.6 23.6771 21.3485 19.4508 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 16.74
29 9.20034 61.2 10.2 17.5857 22.3091 12.6327 12
-0.0328571 -1.815 -1.91 -6.44857 -5.28425 -2.0927 -13.1431 -0.837541 -0.0037982 -6.93114 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648
 -1.02626 -17.9834 -26.7945 -0.772867 0.169958 -6.33 0.045 -1.62643 -4.25591 -0.388163 -0.23
0 0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6 6 6 6
*************
0.19521 0.169958 0.131429 0.045 -0.0037982 -0.0328571 -0.106417 -0.23 -0.388163 -0.772867 -0.837541 -1.02626 -1.62643 -1.815 -1.91 -1.97876 -2.0927 -2.23 -4.25591 -4.71186 -5.18717 -5.24043 -5.28425 -
5.648 -5.70273 -6.33 -6.44857 -6.93114 -10.1832 -11.0447 -13.1431 -14.4431 -17.9834
2 6 2 6 1 0 2 6 6 6 1 5 6 0 0 4 0 2 6 2 1 2 0 4 2 6 0 1 4 3 1 3 5
10.8457 15.8 14.6 23.6771 21.3485 19.4508 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 38.99
05 116 10.2 17.5857 22.3091 12.6327 12
-0.0328571 -1.815 -1.91 -6.44857 -5.28425 -2.0927 -13.1431 -0.837541 -0.0037982 -6.93114 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648
 -1.02626 -17.9834 -26.7945 -3.55381 -26.23 0.045 -1.62643 -4.25591 -0.388163 -0.23
0 0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6 6 6
*************
0.19521 0.131429 0.045 -0.0037982 -0.0328571 -0.106417 -0.23 -0.388163 -0.837541 -1.02626 -1.62643 -1.815 -1.91 -1.97876 -2.0927 -2.23 -3.55381 -4.25591 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.7
0273 -6.44857 -6.93114 -10.1832 -11.0447 -13.1431 -14.4431 -17.9834 -26.23
2 2 6 1 0 2 6 6 1 5 6 0 0 4 0 2 6 6 2 1 2 0 4 2 0 1 4 3 1 3 5 6
10.8457 15.8 14.6 23.6771 21.3485 19.4508 63.6523 13.1934 10.9701 24.6423 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 38.99
05 14.2413 14.5157 22.3091 12.6327 12
-0.0328571 -1.815 -1.91 -6.44857 -5.28425 -2.0927 -13.1431 -0.837541 -0.0037982 -6.93114 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648
 -1.02626 -17.9834 -26.7945 -3.55381 -0.790336 -0.858921 -4.25591 -0.388163 -0.23
0 0 0 0 0 0 1 1 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6 6
*************
0.19521 0.131429 -0.0037982 -0.0328571 -0.106417 -0.23 -0.388163 -0.790336 -0.837541 -0.858921 -1.02626 -1.815 -1.91 -1.97876 -2.0927 -2.23 -3.55381 -4.25591 -4.71186 -5.18717 -5.24043 -5.28425 -5.648
 -5.70273 -6.44857 -6.93114 -10.1832 -11.0447 -13.1431 -14.4431 -17.9834
2 2 1 0 2 6 6 6 1 6 5 0 0 4 0 2 6 6 2 1 2 0 4 2 0 1 4 3 1 3 5
10.8457 15.8 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 38.9905 14.2413 14.51
57 22.3091 12.6327 12
-0.0328571 -1.815 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -1.02626 -17.9834 -2
6.7945 -3.55381 -0.790336 -0.858921 -4.25591 -0.388163 -0.23
0 0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6 6
*************
0.19521 0.131429 -0.0328571 -0.106417 -0.23 -0.388163 -0.790336 -0.858921 -1.02626 -1.815 -1.91 -1.97876 -2.0927 -2.23 -3.55381 -4.25591 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.70273 -6.44857 -1
0.1832 -11.0447 -14.4431 -14.5567 -17.9834 -25.0321
2 2 0 2 6 6 6 6 5 0 0 4 0 2 6 6 2 1 2 0 4 2 0 4 3 3 1 5 1
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 38.9905 14.2413 14.5157 22
.3091 12.6327 12
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -1.02626 -17.9834 -26.7945 -3
.55381 -0.790336 -0.858921 -4.25591 -0.388163 -0.23
0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6 6
*************
0.19521 0.131429 -0.106417 -0.23 -0.388163 -0.790336 -0.858921 -1.02626 -1.72818 -1.91 -1.97876 -2.0927 -2.23 -3.55381 -4.25591 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.70273 -6.44857 -10.1832 -1
1.0447 -14.4431 -14.5567 -17.9834 -25.0321
2 2 2 6 6 6 6 5 0 0 4 0 2 6 6 2 1 2 0 4 2 0 4 3 3 1 5 1
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 38.9905 14.2413 14.5157 22
.3091 19.8022
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -1.02626 -17.9834 -26.7945 -3
.55381 -0.790336 -0.858921 -4.25591 -4.51111
0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6 6
*************
0.19521 0.131429 -0.106417 -0.790336 -0.858921 -1.02626 -1.72818 -1.91 -1.97876 -2.0927 -2.23 -3.55381 -4.25591 -4.51111 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.70273 -6.44857 -10.1832 -11.0447
-14.4431 -14.5567 -17.9834 -25.0321
2 2 2 6 6 5 0 0 4 0 2 6 6 6 2 1 2 0 4 2 0 4 3 3 1 5 1
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 18.7701 34.4312 46.1793 42.1689 109.86 22.3091 19.
8022
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -1.02626 -17.9834 -26.7945 -7
.77222 -37.0874 -4.25591 -4.51111
0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 5 6 6 6 6
*************
0.19521 0.131429 -0.106417 -1.02626 -1.72818 -1.91 -1.97876 -2.0927 -2.23 -4.25591 -4.51111 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.70273 -6.44857 -7.77222 -10.1832 -11.0447 -14.4431 -14.5567 -1
7.9834 -25.0321 -26.7945
2 2 2 5 0 0 4 0 2 6 6 2 1 2 0 4 2 0 6 4 3 3 1 5 1 5
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 8.99832 20 56.1818 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 54.9776 46.1793 42.1689 109.86 22.3091 19.8022
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.19521 -2.23 -5.70273 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -33.3932 -26.7945 -7.77222 -3
7.0874 -4.25591 -4.51111
0 0 0 0 0 1 1 1 2 2 2 2 2 2 2 3 3 4 4 4 5 5 6 6 6 6
*************
0.19521 0.131429 -0.106417 -1.72818 -1.91 -1.97876 -2.0927 -2.23 -4.25591 -4.51111 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -5.70273 -6.44857 -7.77222 -10.1832 -11.0447 -14.4431 -14.5567 -25.0321 -2
6.7945 -33.3932
2 2 2 0 0 4 0 2 6 6 2 1 2 0 4 2 0 6 4 3 3 1 1 5 5
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 54.9776 46.1793 42.1689 109.86 22.3091 19.8022
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -33.3932 -26.7945 -7.77222 -37.087
4 -4.25591 -4.51111
0 0 0 0 0 1 1 1 2 2 2 2 2 2 3 3 4 4 4 5 5 6 6 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -1.97876 -2.0927 -4.25591 -4.51111 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -6.44857 -7.77222 -10.1832 -11.0447 -12.9133 -14.4431 -14.5567 -25.0321 -26.794
5 -33.3932
2 2 2 0 0 4 0 6 6 2 1 2 0 4 0 6 4 3 2 3 1 1 5 5
14.2364 14.6 23.6771 21.3485 19.4508 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 54.9776 46.1793 42.1689 109.86 37.3173
-1.72818 -1.91 -6.44857 -5.28425 -2.0927 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -33.3932 -26.7945 -7.77222 -37.087
4 -16.6933
0 0 0 0 0 1 1 1 2 2 2 2 2 2 3 3 4 4 4 5 5 6 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -1.97876 -2.0927 -4.71186 -5.18717 -5.24043 -5.28425 -5.648 -6.44857 -7.77222 -10.1832 -11.0447 -12.9133 -14.4431 -14.5567 -16.6933 -25.0321 -26.7945 -33.393
2
2 2 2 0 0 4 0 2 1 2 0 4 0 6 4 3 2 3 1 6 1 5 5
14.2364 14.6 62.912 34.3635 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 54.9776 46.1793 42.1689 109.86 37.3173
-1.72818 -1.91 -32.69 -11.7918 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -33.3932 -26.7945 -7.77222 -37.0874 -16.6933

0 0 0 0 1 1 1 2 2 2 2 2 2 3 3 4 4 4 5 5 6 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -1.97876 -4.71186 -5.18717 -5.24043 -5.648 -7.77222 -10.1832 -11.0447 -11.7918 -12.9133 -14.4431 -14.5567 -16.6933 -25.0321 -26.7945 -32.69 -33.3932
2 2 2 0 0 4 2 1 2 4 6 4 3 0 2 3 1 6 1 5 0 5
14.2364 14.6 62.912 34.3635 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 16.2367 26.9012 17.984 54.9776 46.1793 129.709 37.3173
-1.72818 -1.91 -32.69 -11.7918 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -1.97876 -10.1832 -5.648 -33.3932 -26.7945 -44.5309 -16.6933
0 0 0 0 1 1 1 2 2 2 2 2 2 3 3 4 4 4 5 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -1.97876 -4.71186 -5.18717 -5.24043 -5.648 -10.1832 -11.0447 -11.7918 -12.9133 -14.4431 -14.5567 -16.6933 -25.0321 -26.7945 -32.69 -33.3932
2 2 2 0 0 4 2 1 2 4 4 3 0 2 3 1 6 1 5 0 5
14.2364 14.6 62.912 34.3635 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 49.475 28.2795 64.9169 34.2747 54.9776 46.1793 129.709 37.3173
-1.72818 -1.91 -32.69 -11.7918 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -14.4431 -11.0447 -33.9431 -17.866 -33.3932 -26.7945 -44.5309 -16.6933
0 0 0 0 1 1 1 2 2 2 2 2 2 3 3 4 4 5 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -4.71186 -5.18717 -5.24043 -11.0447 -11.7918 -12.9133 -14.4431 -14.5567 -16.6933 -17.866 -25.0321 -26.7945 -32.69 -33.3932 -33.9431
2 2 2 0 0 2 1 2 3 0 2 3 1 6 4 1 5 0 5 4
14.2364 14.6 62.912 34.3635 39.8933 60.8442 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 54.9776 46.1793 129.709 37.3173
-1.72818 -1.91 -32.69 -11.7918 -14.5567 -25.0321 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -86.5467 -33.9431 -17.866 -33.3932 -26.7945 -44.5309 -16.6933
0 0 0 0 1 1 1 2 2 2 2 2 2 3 4 4 5 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -4.71186 -5.18717 -5.24043 -11.7918 -12.9133 -14.5567 -16.6933 -17.866 -25.0321 -26.7945 -32.69 -33.3932 -33.9431 -44.5309
2 2 2 0 0 2 1 2 0 2 1 6 4 1 5 0 5 4 6
14.2364 14.6 62.912 34.3635 121.195 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 54.9776 46.1793 129.709 37.3173
-1.72818 -1.91 -32.69 -11.7918 -69.117 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -86.5467 -33.9431 -17.866 -33.3932 -26.7945 -44.5309 -16.6933
0 0 0 0 1 1 2 2 2 2 2 2 3 4 4 5 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -4.71186 -5.18717 -5.24043 -11.7918 -12.9133 -16.6933 -17.866 -26.7945 -32.69 -33.3932 -33.9431 -44.5309 -69.117
2 2 2 0 0 2 1 2 0 2 6 4 5 0 5 4 6 1
14.2364 14.6 62.912 34.3635 121.195 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 56.652 129.709 37.3173
-1.72818 -1.91 -32.69 -11.7918 -69.117 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -86.5467 -33.9431 -17.866 -34.649 -44.5309 -16.6933
0 0 0 0 1 1 2 2 2 2 2 2 3 4 4 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -1.91 -4.71186 -5.18717 -5.24043 -11.7918 -12.9133 -16.6933 -17.866 -32.69 -33.9431 -34.649 -44.5309 -69.117
2 2 2 0 0 2 1 2 0 2 6 4 0 4 5 6 1
14.2364 156.2 37.9527 121.195 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 56.652 129.709 37.3173
-1.72818 -109.31 -17.0904 -69.117 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -86.5467 -33.9431 -17.866 -34.649 -44.5309 -16.6933
0 0 0 1 1 2 2 2 2 2 2 3 4 4 5 6 6
*************
0.189173 0.131429 -0.106417 -1.72818 -4.71186 -5.18717 -5.24043 -12.9133 -16.6933 -17.0904 -17.866 -33.9431 -34.649 -44.5309 -69.117 -86.5467
2 2 2 0 2 1 2 2 6 0 4 4 5 6 1 3
14.2364 156.2 37.9527 121.195 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 56.652 155.737
-1.72818 -109.31 -17.0904 -69.117 -5.18717 0.189173 -12.9133 -4.71186 -0.106417 0.131429 -5.24043 -86.5467 -33.9431 -17.866 -34.649 -108.963
0 0 0 1 1 2 2 2 2 2 2 3 4 4 5 6
*************
0.189173 0.131429 -0.106417 -1.72818 -4.71186 -5.18717 -5.24043 -12.9133 -17.0904 -17.866 -33.9431 -34.649 -69.117 -86.5467 -108.963
2 2 2 0 2 1 2 2 0 4 4 5 1 3 6
14.2364 156.2 37.9527 121.195 21.1543 10.3233 62.7331 48.2549 11.5057 10.5171 21.2609 125.849 64.9169 34.2747 56.652 155.737
0.661818 -106.55 -14.4804 -66.507 -2.79717 2.02917 -11.0733 -3.32186 1.73358 2.52143 -2.85043 -83.7867 -31.3331 -15.106 -31.889 -106.203
0 0 0 1 1 2 2 2 2 2 2 3 4 4 5 6
*************
2.52143 2.02917 1.73358 0.661818 -2.79717 -2.85043 -3.32186 -11.0733 -14.4804 -15.106 -31.3331 -31.889 -66.507 -83.7867 -106.203
2 2 2 0 1 2 2 2 0 4 4 5 1 3 6
aaaa=0.9
4
3
7
2
3
2
2
整体离散化后断点个数为：
4
3
7
2
3
2
2
x2等级为：0.75
不一致率为：0
aaaa=0.9
4
3
7
2
3
2
2
属性：1  x2级别为0.9
aaaa=0.9
4
3
7
2
3
2
2
属性：2  x2级别为0.9
aaaa=0.9
4
3
7
2
3
2
2
属性：3  x2级别为0.9
aaaa=0.9
4
3
7
2
3
2
2
属性：4  x2级别为0.9
aaaa=0.9
4
3
7
2
3
2
2
属性：5  x2级别为0.9
aaaa=0.9
4
3