wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

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           积  分
******************************
离散化前断点个数为：
68
71
64
42
40
65
46
38
70
51
52
65
51
aaaa=0.75
68
70
53
34
26
62
46
21
66
50
48
64
49
aaaa=0.9
56
64
36
19
14
57
46
10
62
45
39
63
46
aaaa=0.95
31
25
9
8
7
39
42
4
26
18
25
54
21
aaaa=0.975
31
19
9
5
6
34
37
3
15
13
25
48
7
aaaa=0.99
22
8
2
3
5
10
25
3
3
6
4
37
5
aaaa=0.995
12
7
2
3
5
10
25
2
3
5
4
37
5
整体离散化后断点个数为：
10
7
2
3
5
4
25
2
3
4
3
37
4
x2等级为：0.995
不一致率为：0
属性：1  x2级别为0.995
属性：2  x2级别为0.995
属性：3  x2级别为0.995
属性：4  x2级别为0.995
属性：5  x2级别为0.995
属性：6  x2级别为0.995
属性：7  x2级别为0.995
属性：8  x2级别为0.995
属性：9  x2级别为0.995
属性：10  x2级别为0.995
属性：11  x2级别为0.995
属性：12  x2级别为0.995
属性：13  x2级别为0.995
单个属性离散化后断点个数为：
10
7
2
3
5
4
25
2
3
4
3
37
4
1,13.68,1.48,2.04,10.6,89,2.4,3.04,0.13,1.66,5.04,0.79,3.71,990,1,
2,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,3.22,990,1,
3,12.7,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,3.12,990,1,
4,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,990,1,
5,12.7,2.46,2.04,19.5,89,2.4,2.21,0.35,1.66,3.52,0.79,2.88,735,1,
6,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.85,990,1,
7,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,5.04,0.79,3.58,990,1,
8,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,3.58,990,1,
9,13.68,1.48,2.04,10.6,89,2.4,2.94,0.13,1.66,5.04,0.79,2.85,990,1,
10,13.68,0.74,2.04,10.6,89,2.4,3.15,0.13,1.66,5.04,0.79,3.52,990,1,
11,13.68,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,3.12,990,1,
12,13.68,1.48,2.04,10.6,89,1.6,2.21,0.13,1.15,3.52,0.79,2.82,990,1,
13,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,5.04,0.79,2.88,990,1,
14,13.68,1.48,2.04,10.6,89,2.4,3.17,0.35,1.66,5.04,0.79,2.72,990,1,
15,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,1,
16,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,2.88,990,1,
17,13.68,1.48,2.04,19.5,89,2.4,3.1,0.13,1.66,5.04,0.79,2.65,990,1,
18,13.68,1.48,2.04,19.5,89,2.4,3.17,0.35,1.66,5.04,0.79,2.57,990,1,
19,13.68,1.48,2.04,10.6,89,2.4,3.75,0.13,1.66,7.9,0.79,2.82,990,1,
20,12.7,2.46,2.04,10.6,89,2.4,3.03,0.13,1.66,5.04,0.79,3.22,735,1,
21,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.71,735,1,
22,12.7,2.46,2.04,18,89,2.4,2.21,0.13,1.66,3.52,0.79,3.52,735,1,
23,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,3.71,990,1,
24,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,3.58,990,1,
25,12.7,1.48,2.04,19.5,89,2.4,2.21,0.13,1.66,3.52,0.79,3.71,735,1,
26,12.7,1.48,2.04,19.5,89,2.4,2.21,0.35,1.66,3.52,0.79,3.12,735,1,
27,12.7,1.48,2.04,10.6,89,2.4,2.94,0.13,1.15,3.52,0.79,3.22,990,1,
28,12.7,1.48,2.04,10.6,89,2.4,2.19,0.13,1.15,3.52,0.79,2.77,990,1,
29,13.68,1.48,2.04,18,89,2.4,2.94,0.35,1.66,3.52,0.79,3.22,735,1,
30,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,3.58,990,1,
31,13.68,1.48,2.04,19.5,89,2.4,3.17,0.13,1.66,5.04,0.79,2.69,990,1,
32,12.7,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,1,
33,13.68,1.48,2.04,10.6,89,2.4,2.21,0.35,1.66,3.52,0.79,2.85,990,1,
34,13.68,1.48,2.04,19.5,89,2.4,2.21,0.35,1.15,5.04,0.79,2.88,990,1,
35,12.7,1.48,2.04,18,89,1.6,2.21,0.13,1.15,3.52,0.79,2.85,990,1,
36,12.7,1.48,2.04,19.5,89,2.4,2.94,0.13,1.66,5.04,0.79,3.22,735,1,
37,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,2.77,735,1,
38,12.7,1.48,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.51,990,1,
39,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,2.69,990,1,
40,13.68,3.98,2.04,10.6,89,2.4,3.04,0.13,1.66,5.04,0.79,3.52,735,1,
41,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,735,1,
42,12.7,2.46,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.88,990,1,
43,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.52,990,1,
44,12.7,3.98,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,2.88,428,1,
45,12.7,1.48,2.04,10.6,89,2.4,3,0.13,1.66,5.04,0.79,3.22,735,1,
46,13.68,3.98,2.04,18,89,2.4,2.21,0.13,1.15,5.04,0.79,3.22,990,1,
47,13.68,2.46,2.04,10.6,89,2.4,3.17,0.13,1.66,3.52,0.79,3.22,990,1,
48,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,735,1,
49,13.68,1.48,2.04,18,89,2.4,2.21,0.13,1.66,5.04,0.79,2.75,990,1,
50,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,7.9,0.79,3.1,990,1,
51,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,1,
52,13.68,1.48,2.04,10.6,89,2.4,2.99,0.13,1.66,5.04,0.79,3.22,990,1,
53,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,990,1,
54,13.68,1.48,2.04,10.6,89,2.4,2.21,0.35,1.66,5.04,0.79,2.88,990,1,
55,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,3.12,990,1,
56,12.7,1.48,2.04,19.5,89,2.4,2.21,0.13,1.66,5.04,0.79,3.02,990,1,
57,13.68,1.48,2.04,10.6,89,2.4,3,0.13,1.66,5.04,0.79,3.22,735,1,
58,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.84,990,1,
59,13.68,0.74,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.85,990,1,
60,12.25,0.74,1.36,10.6,88,1.6,0.57,0.13,0.41,1.28,0.79,1.67,428,2,
61,12.25,0.74,2.04,10.6,89,1.6,1.09,0.35,0.41,1.28,0.79,1.67,428,2,
62,12.64,0.74,1.36,10.6,89,1.6,1.39,0.35,0.41,5.04,0.79,1.27,428,2,
63,12.7,0.74,1.36,18,89,1.6,1.57,0.13,0.41,3.52,0.79,2.31,428,2,
64,12.25,0.74,2.04,18,80,2.4,3.1,0.13,1.66,3.52,0.79,2.85,278,2,
65,11.03,0.74,2.04,18,89,1.6,1.57,0.35,0.41,1.28,0.79,2.23,278,2,
66,12.25,0.74,2.04,18,89,2.4,2.21,0.35,1.66,3.52,0.79,2.23,428,2,
67,12.7,0.74,1.36,10.6,70,2.4,3.17,0.13,1.66,5.04,0.79,3.12,428,2,
68,12.25,0.74,1.36,19.5,70,1.6,1.57,0.13,0.41,3.52,0.79,3.22,428,2,
69,12.7,0.74,2.04,10.6,89,2.4,1.3,0.35,0.41,1.28,0.79,1.67,735,2,
70,12.21,0.74,1.36,10.6,134,1.6,1.28,0.13,1.66,1.28,0.79,3.05,428,2,
71,12.25,1.48,2.04,19.5,89,0.98,0.99,0.35,1.15,1.28,0.79,1.67,735,2,
72,13.68,1.48,2.04,19.5,80,2.4,2.21,0.13,1.66,1.28,0.79,3.12,278,2,
73,12.7,1.48,2.04,19.5,80,1.6,1.57,0.13,0.41,3.52,0.79,2.77,428,2,
74,12.7,1.48,2.04,19.5,134,2.4,2.21,0.13,1.66,1.28,0.79,3.22,735,2,
75,11.03,0.74,2.04,19.5,89,2.4,1.57,0.13,1.15,1.28,0.79,3.12,735,2,
76,11.03,1.48,1.36,10.6,89,1.6,1.57,0.13,1.15,3.52,0.79,2.12,428,2,
77,12.7,0.74,1.36,10.6,80,1.6,1.57,0.13,1.15,3.52,0.79,2.48,278,2,
78,11.03,2.46,2.04,18,89,1.6,1.32,0.35,0.41,1.28,0.79,2.51,428,2,
79,12.25,0.74,1.36,10.6,134,1.6,1.57,0.35,1.66,1.28,0.79,2.31,735,2,
80,12.7,2.46,2.04,19.5,89,2.4,2.21,0.35,1.66,1.28,0.79,3.12,428,2,
81,11.03,0.74,1.36,18,80,2.4,2.21,0.13,1.15,1.28,0.79,3.12,278,2,
82,12.7,1.48,2.04,18,80,1.6,2.21,0.13,1.66,3.52,0.79,3.12,428,2,
83,11.03,0.74,2.04,19.5,70,1.6,1.57,0.35,1.15,1.28,0.79,2.72,428,2,
84,12.7,2.46,2.04,19.5,80,1.6,1.57,0.35,1.15,3.52,0.79,2.01,428,2,
85,11.03,0.74,2.04,18,89,1.6,2.21,0.13,1.66,1.28,0.79,3.05,428,2,
86,12.64,0.74,2.04,18,89,1.6,1.57,0.13,1.15,1.28,0.79,3.12,428,2,
87,11.03,1.48,2.04,19.5,89,1.6,1.57,0.35,1.15,1.28,0.79,2.23,428,2,
88,11.03,1.48,2.04,19.5,88,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,2,
89,11.03,1.48,2.04,19.5,80,1.6,1.57,0.35,1.15,1.28,0.79,2.75,428,2,
90,11.03,0.74,2.04,19.5,70,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,2,
91,11.03,1.48,2.04,18,80,1.6,1.39,0.35,1.15,1.28,0.79,2.23,428,2,
92,11.03,1.48,2.04,19.5,80,0.98,1.25,0.35,1.15,3.52,0.79,2.65,428,2,
93,12.64,1.48,2.04,19.5,80,0.98,1.39,0.35,1.15,1.28,0.79,2.06,428,2,
94,12.25,2.46,2.04,18,88,2.4,2.21,0.13,1.66,1.28,0.79,3.22,278,2,
95,11.03,1.48,2.04,18,89,2.4,2.21,0.13,1.15,1.28,0.79,2.88,278,2,
96,12.25,1.48,2.04,18,134,2.4,2.21,0.13,1.66,1.28,0.79,2.63,735,2,
97,11.03,1.48,2.04,19.5,134,1.6,0.99,0.13,1.15,1.28,0.79,2.23,428,2,
98,12.25,0.74,1.36,10.6,80,2.4,2.21,0.13,1.66,1.28,0.79,2.74,428,2,
99,12.25,0.74,2.04,18,88,2.4,3.75,0.13,1.66,3.52,0.79,2.77,428,2,
100,12.25,2.46,2.04,18,88,2.4,2.99,0.35,1.66,1.28,0.79,2.83,278,2,
101,11.03,1.48,1.36,10.6,89,1.6,1.57,0.13,1.15,1.28,0.79,2.88,428,2,
102,12.6,0.74,1.36,18,88,0.98,1.36,0.13,1.15,1.28,0.79,2.77,428,2,
103,12.25,1.48,2.04,19.5,89,2.4,1.57,0.13,1.15,1.28,0.79,3.22,428,2,
104,11.03,1.48,1.36,19.5,80,2.4,1.57,0.35,1.15,1.28,0.79,2.31,278,2,
105,12.25,1.48,1.36,19.5,80,1.6,1.57,0.13,1.15,1.28,0.79,3.57,428,2,
106,12.25,2.46,2.04,19.5,89,1.6,1.57,0.35,1.15,1.28,0.79,3.22,278,2,
107,12.25,1.48,2.04,18,80,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,2,
108,12.7,1.48,2.04,19.5,80,0.98,1.57,0.35,1.15,1.28,0.79,2.31,428,2,
109,12.21,0.74,1.36,18,89,1.6,1.57,0.35,1.66,1.28,0.79,3.02,278,2,
110,11.03,0.74,2.04,19.5,89,2.4,2.21,0.13,1.66,1.28,0.79,3.22,428,2,
111,11.03,2.46,1.36,19.5,89,2.4,2.21,0.13,1.66,1.28,0.69,2.81,428,2,
112,12.52,1.48,2.04,19.5,88,2.4,2.21,0.13,1.15,1.28,0.79,2.77,278,2,
113,11.03,2.46,2.04,19.5,89,1.6,1.57,0.35,0.41,3.52,0.79,2.48,428,2,
114,11.03,0.74,2.04,19.5,88,2.4,1.57,0.35,1.15,1.28,0.79,2.31,428,2,
115,11.03,0.74,2.04,19.5,80,2.4,2.21,0.35,0.41,1.28,0.79,3.12,278,2,
116,11.03,1.48,2.04,19.5,80,2.4,1.57,0.35,1.66,1.28,0.79,2.85,278,2,
117,11.03,0.74,1.36,19.5,80,1.6,1.57,0.13,1.15,1.28,0.79,3.22,428,2,
118,12.25,1.48,2.04,19.5,89,1.6,1.57,0.13,1.15,1.28,0.79,2.88,278,2,
119,12.7,2.46,1.36,10.6,80,1.6,1.25,0.35,0.41,1.28,0.69,2.12,278,2,
120,11.03,2.46,1.36,18,80,1.6,1.57,0.35,1.66,1.28,0.79,3.05,428,2,
121,11.03,1.48,2.04,19.5,89,2.4,2.21,0.13,1.66,1.28,0.79,3.22,428,2,
122,11.03,1.48,2.04,19.5,89,2.4,5.08,0.35,1.66,5.04,0.79,3.64,428,2,
123,12.25,4.36,2.04,19.5,89,1.6,1.57,0.35,1.66,1.28,0.79,3.12,278,2,
124,12.7,4.36,2.04,19.5,80,2.4,2.21,0.13,1.66,1.28,0.69,3.1,278,2,
125,11.03,4.3,2.04,19.5,80,2.4,3.03,0.13,1.66,1.28,0.69,3.64,278,2,
126,11.03,1.48,2.04,19.5,80,2.4,2.21,0.35,1.15,1.28,0.79,3.22,278,2,
127,12.25,1.48,2.04,19.5,80,2.4,3.15,0.35,1.66,3.52,0.69,2.84,278,2,
128,11.03,1.48,2.04,19.5,89,1.6,2.21,0.35,1.66,1.28,0.79,2.31,428,2,
129,12.25,1.48,2.04,19.5,88,1.6,2.21,0.35,1.66,1.28,0.79,2.77,278,2,
130,11.03,4.3,2.04,19.5,80,1.6,1.57,0.35,1.15,1.28,0.79,2.57,428,2,
131,12.7,0.74,2.04,18,89,1.48,1.25,0.13,0.41,3.52,0.69,1.27,428,3,
132,12.7,2.46,2.04,19.5,89,0.98,1.1,0.13,0.41,5.04,0.69,1.27,428,3,
133,12.7,1.48,2.04,19.5,89,0.98,1.09,0.13,0.41,5.04,0.48,1.27,428,3,
134,12.7,2.46,2.04,19.5,89,1.6,1.1,0.13,0.41,3.52,0.69,1.27,428,3,
135,12.25,0.74,2.04,10.6,80,1.6,0.58,0.35,1.15,5.04,0.69,1.27,428,3,
136,12.6,2.46,2.04,18,89,1.6,0.58,0.35,0.41,5.04,0.69,1.27,428,3,
137,12.25,4.36,2.04,19.5,89,0.98,0.34,0.35,0.41,3.52,0.69,1.27,428,3,
138,12.53,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,1.67,428,3,
139,12.7,2.46,2.04,19.5,88,1.6,0.34,0.35,0.41,5.04,0.79,1.67,428,3,
140,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,2.15,428,3,
141,12.7,2.46,2.04,19.5,89,1.48,0.34,0.35,0.41,3.52,0.69,2.31,428,3,
142,12.7,2.46,2.04,19.5,89,0.98,0.34,0.35,0.41,5.04,0.69,2.47,735,3,
143,12.7,2.46,2.04,19.5,89,1.48,0.34,0.35,0.41,3.52,0.79,2.06,428,3,
144,12.7,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,2.01,428,3,
145,12.25,2.46,2.04,18,89,0.98,0.58,0.13,0.41,7.9,0.48,1.67,735,3,
146,12.7,2.46,2.04,19.5,89,1.48,0.34,0.35,1.15,3.52,0.48,1.67,735,3,
147,13.68,4.36,2.04,19.5,80,0.98,0.34,0.35,0.41,3.52,0.48,1.27,278,3,
148,12.7,4.36,2.04,19.5,80,1.6,0.58,0.35,0.41,5.04,0.48,1.67,428,3,
149,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,3,
150,12.7,2.46,2.04,19.5,89,0.98,1.39,0.13,0.41,7.9,0.48,1.27,428,3,
151,12.7,2.46,2.04,19.5,89,0.98,1.57,0.13,1.15,7.9,0.48,1.27,428,3,
152,12.7,2.46,2.04,19.5,89,1.48,1.36,0.13,1.15,7.9,0.48,1.27,428,3,
153,12.7,1.48,2.04,19.5,89,1.6,1.28,0.13,1.15,5.04,0.48,1.27,278,3,
154,12.7,2.46,2.04,18,89,1.6,0.58,0.35,1.66,7.9,0.48,1.27,428,3,
155,12.53,0.74,2.04,19.5,89,1.48,0.58,0.35,1.15,5.04,0.48,1.27,428,3,
156,12.7,4.36,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.27,428,3,
157,13.68,4.1,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,3,
158,12.25,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.48,1.67,735,3,
159,13.68,1.48,2.04,19.5,89,2.4,1.3,0.35,1.66,7.9,0.48,1.67,428,3,
160,12.7,1.48,2.04,19.5,89,2.4,1.1,0.35,1.66,7.9,0.48,1.67,428,3,
161,12.25,2.46,2.04,19.5,88,1.6,0.58,0.35,0.41,5.04,0.48,1.27,428,3,
162,13.68,2.46,2.04,19.5,89,1.6,0.34,0.35,0.41,5.04,0.79,1.67,428,3,
163,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.79,2.11,428,3,
164,12.7,2.46,2.04,18,89,0.98,0.58,0.35,0.41,5.04,0.48,1.67,428,3,
165,13.68,2.46,2.04,19.5,89,0.98,0.58,0.35,0.41,7.9,0.69,1.67,428,3,
166,13.68,4.36,2.04,19.5,88,0.98,0.34,0.35,1.15,5.04,0.69,1.67,428,3,
167,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.79,1.27,428,3,
168,12.7,2.46,2.04,19.5,88,1.48,0.58,0.35,0.41,7.9,0.69,1.67,428,3,
169,12.7,2.46,2.04,19.5,89,1.48,0.58,0.35,1.15,7.9,0.69,1.67,735,3,
170,12.7,4.36,2.04,19.5,89,1.6,0.58,0.13,0.41,7.9,0.48,1.67,428,3,
171,12.2,2.46,2.04,18,89,0.98,0.34,0.35,0.41,5.04,0.48,1.67,428,3,
172,12.7,1.48,2.04,19.5,80,0.98,0.34,0.35,0.41,7.9,0.48,1.6,428,3,
173,13.68,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.67,428,3,
174,13.68,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.48,1.67,735,3,
175,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,5.04,0.69,1.27,735,3,
176,12.7,4.1,2.04,19.5,89,1.48,0.58,0.35,1.15,7.9,0.48,1.27,735,3,
177,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,735,3,
178,13.68,4.1,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,3,
不一致率为：0
共：176
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