pima.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

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   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   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   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   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   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   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   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   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
******************************
       除根号下2倍自由度
******************************
离散化前断点个数为：
15
105
45
47
122
173
310
48
aaaa=0.75
6
54
18
18
88
89
246
27
aaaa=0.9
5
15
4
9
42
45
91
9
aaaa=0.95
5
13
4
9
28
39
54
7
整体离散化后断点个数为：
5
13
4
9
28
39
54
7
x2等级为：0.9
不一致率为：0
aaaa=0.95
4
13
4
9
28
39
54
7
属性：1  x2级别为0.95
aaaa=0.95
4
4
4
9
28
39
54
7
aaaa=0.975
4
4
4
9
28
39
54
7
属性：2  x2级别为0.975
aaaa=0.95
4
4
3
9
28
39
54
7
aaaa=0.975
4
4
3
9
28
39
54
7
属性：3  x2级别为0.975
aaaa=0.95
4
4
3
3
28
39
54
7
aaaa=0.975
4
4
3
3
28
39
54
7
属性：4  x2级别为0.975
aaaa=0.95
4
4
3
3
7
39
54
7
属性：5  x2级别为0.95
aaaa=0.95
4
4
3
3
7
33
54
7
属性：6  x2级别为0.95
aaaa=0.95
4
4
3
3
7
33
37
7
属性：7  x2级别为0.95
aaaa=0.95
4
4
3
3
7
33
37
7
属性：8  x2级别为0.95
单个属性离散化后断点个数为：
4
4
3
3
7
33
37
7
1,3,128,62,24,0,33.3,0.545,43,1,
2,1,0,62,24,0,26.4,0.347,31,2,
3,7,155,62,0,0,23.3,0.545,31,1,
4,1,0,62,8,92,27.9,0.166,21,2,
5,0,128,0,24,114,42.9,1.893,31,1,
6,3,100,62,0,0,23.6,0.196,25,2,
7,3,0,44,24,88,30.3,0.243,25,1,
8,7,100,0,0,0,33.3,0.13,25,2,
9,1,155,62,24,114,30.3,0.13,43,1,
10,7,100,62,0,0,0,0.196,43,1,
11,3,100,62,0,0,37.2,0.186,25,2,
12,7,155,62,0,0,37.9,0.537,31,1,
13,7,128,62,0,0,26.4,1.4,55,2,
14,1,155,44,8,114,28.9,0.395,55,1,
15,3,155,62,8,114,23.6,0.545,43,1,
16,7,100,0,0,0,28.9,0.452,31,1,
17,0,100,62,24,114,45.4,0.545,31,1,
18,7,100,62,0,0,28.9,0.243,31,1,
19,1,100,0,24,15,42.9,0.178,31,2,
20,1,100,62,24,96,33.3,0.502,31,1,
21,3,100,62,24,114,38.1,0.545,25,2,
22,7,0,62,0,0,33.3,0.385,43,2,
23,7,155,62,0,0,38.1,0.447,31,1,
24,7,100,62,24,0,28.9,0.243,25,1,
25,7,128,62,24,114,33.3,0.243,43,1,
26,7,100,62,24,114,30.3,0.196,31,1,
27,7,128,62,0,0,38.1,0.243,43,1,
28,1,0,62,8,114,23,0.452,21,2,
29,7,128,62,8,100,18.2,0.243,55,2,
30,3,100,62,0,0,33.3,0.314,31,2,
31,3,100,62,24,0,33.3,0.545,55,2,
32,3,155,62,24,114,30.3,0.545,25,1,
33,3,0,44,8,15,23.6,0.243,21,2,
34,3,0,62,0,0,18.2,0.186,25,2,
35,7,100,62,24,0,26.4,0.502,43,2,
36,3,100,44,24,114,23.6,0.893,31,2,
37,7,128,62,0,0,33.1,0.404,31,2,
38,7,100,62,24,0,32.9,0.545,43,1,
39,1,0,62,24,0,38.1,0.502,25,1,
40,3,100,62,24,114,37,1.282,55,1,
41,3,155,62,24,15,33.3,0.243,25,2,
42,7,128,62,0,0,38.1,0.545,31,2,
43,7,100,62,8,0,18.2,0.196,43,2,
44,7,155,62,24,114,45.4,0.545,43,1,
45,7,155,62,0,0,26.4,0.279,31,2,
46,0,155,62,24,0,41.8,1.893,25,1,
47,1,128,44,0,0,28.9,0.545,25,2,
48,1,0,62,24,0,27.9,0.545,21,2,
49,7,100,62,24,0,38.1,0.344,31,1,
50,7,100,0,0,0,0,0.303,21,2,
51,1,100,62,8,15,18.2,0.452,21,2,
52,1,100,44,8,15,23.6,0.502,25,2,
53,3,0,62,8,15,23.6,0.314,25,2,
54,7,155,62,24,114,33.3,0.452,55,1,
55,7,128,62,24,114,33.3,0.545,31,2,
56,1,0,44,8,0,23,0.243,21,2,
57,7,155,62,24,114,37.2,0.243,31,1,
58,0,100,62,24,100,46.1,0.893,31,2,
59,0,128,62,0,0,38.1,1.4,43,2,
60,0,100,62,24,114,41.3,0.166,21,2,
61,1,0,0,0,0,0,0.303,21,2,
62,7,128,62,0,0,32.9,0.243,31,1,
63,3,0,62,0,0,23.6,0.545,31,2,
64,1,128,44,24,114,23.6,0.545,21,2,
65,7,100,62,0,0,32.4,0.243,31,1,
66,3,0,62,24,0,28.9,0.196,31,2,
67,0,100,62,24,0,32.4,0.545,31,1,
68,1,100,62,0,0,42.7,0.545,43,2,
69,1,0,62,8,15,18.2,0.314,25,2,
70,3,128,62,24,100,28.9,0.186,25,2,
71,1,100,62,8,88,32.9,0.545,25,1,
72,3,128,62,24,114,28.5,0.404,25,2,
73,7,100,62,0,0,42.9,0.545,31,1,
74,3,128,62,8,114,33.3,0.196,21,2,
75,1,0,62,24,0,30.3,0.395,21,2,
76,1,0,44,8,0,23.6,0.13,21,2,
77,7,0,62,0,0,32.4,0.385,31,2,
78,3,0,62,24,0,37.2,0.347,25,2,
79,0,128,0,0,0,42.9,0.243,25,1,
80,1,100,62,8,0,23.6,0.303,21,2,
81,3,100,44,8,0,18.2,0.13,21,2,
82,1,0,0,0,0,0,0.078,21,2,
83,7,0,62,24,15,28.9,0.545,31,2,
84,0,100,62,24,0,23.6,0.196,21,2,
85,3,128,62,0,0,48.3,0.196,31,1,
86,1,100,62,24,114,32.4,0.545,25,2,
87,7,100,62,24,0,33.3,0.178,43,2,
88,1,100,62,24,15,38.1,0.314,25,2,
89,7,128,62,24,100,37,0.13,43,1,
90,1,100,62,8,0,26.4,0.13,21,2,
91,1,0,44,0,0,18.2,0.243,21,2,
92,3,100,62,8,114,30.3,0.404,31,2,
93,7,0,62,24,15,46.1,0.243,31,2,
94,3,128,62,0,0,23.6,0.272,55,1,
95,1,128,62,8,15,23.6,0.545,21,2,
96,3,128,62,24,114,33.3,0.243,31,2,
97,1,0,62,24,0,30.3,0.13,21,2,
98,1,0,44,8,15,18.2,0.314,21,2,
99,3,0,44,24,15,28.5,0.347,21,2,
100,1,100,62,24,114,48.3,0.314,31,1,
101,1,155,62,0,0,38.1,1.182,31,1,
102,1,128,44,0,0,23.6,0.178,21,2,
103,0,100,62,0,0,18.2,0.243,21,2,
104,1,0,62,8,15,26.4,0.279,21,2,
105,1,0,62,0,0,38.1,0.893,25,2,
106,1,100,44,24,114,28.5,0.545,21,2,
107,1,0,62,0,0,18.2,0.196,25,2,
108,3,128,44,24,114,28.9,0.279,31,2,
109,3,0,44,24,15,33.3,0.314,25,2,
110,0,0,62,24,15,37.2,0.243,21,1,
111,3,155,62,24,114,33.3,0.196,21,1,
112,7,155,62,24,114,33.3,0.537,43,1,
113,1,0,62,24,15,30.3,0.186,21,2,
114,3,0,62,0,0,33.3,0.385,25,2,
115,7,155,44,24,114,30.3,0.545,31,1,
116,3,128,62,0,0,30.3,0.537,55,1,
117,3,100,62,0,0,33.3,0.196,31,1,
118,3,0,44,0,0,33.3,0.545,25,2,
119,3,0,44,8,0,27.9,0.404,21,2,
120,3,0,62,8,15,23,0.196,21,2,
121,0,155,62,24,100,48.3,0.545,25,1,
122,3,100,62,24,0,33.3,0.243,21,2,
123,1,100,62,24,100,33.3,0.404,21,2,
124,3,128,62,0,0,26.4,0.186,66,2,
125,0,100,62,0,0,33.3,0.272,21,1,
126,1,0,0,24,96,48.3,0.452,25,1,
127,3,100,62,24,114,42.9,0.452,25,2,
128,1,100,44,24,92,33.3,0.243,21,2,
129,1,100,62,24,114,33.3,0.402,31,1,
130,0,100,62,0,0,27.9,0.545,55,1,
131,3,155,62,8,114,28.9,0.347,31,1,
132,7,100,44,0,0,33.3,1.114,31,1,
133,3,155,62,24,114,33.3,0.347,25,1,