wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

aaaa==  48
1,3,13.68,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.79,1.27,470,
2,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,3.31,735,
3,3,12.79,2.46,2.04,18,89,0.98,0.58,0.35,0.41,4.9,0.48,1.27,470,
4,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
5,1,12.79,2.46,2.04,18.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
6,3,12.2,0.74,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.48,1.27,470,
7,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,9.01,0.48,1.27,470,
8,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
9,2,12.2,0.74,1.36,18,70,0.98,0.99,0.13,1.28,1.28,1.01,2.48,470,
10,2,12.2,0.74,1.36,10.6,134,1.85,0.99,0.13,1.66,1.28,1.01,2.48,470,
11,2,12.2,1.48,2.04,19,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
12,2,12.2,0.74,2.04,19,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,
13,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
14,2,11.03,1.48,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
15,1,13.68,1.48,2.04,18.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
16,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
17,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,0.41,4.9,1.01,3.31,990,
18,2,11.03,1.48,2.04,19,70,0.98,0.99,0.35,1.28,3.52,1.01,2.48,278,
19,3,12.2,0.74,2.04,10.6,70,1.85,0.58,0.35,0.41,4.9,0.69,1.27,470,
20,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
21,2,11.03,0.74,2.04,19,89,1.85,1.58,0.35,0.41,1.28,1.31,2.23,278,
22,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
23,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
24,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,735,
25,2,11.03,0.74,1.36,19,70,1.85,1.58,0.13,1.28,1.28,0.79,3.31,470,
26,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
27,2,11.03,0.74,1.36,19,70,2.35,2.21,0.13,1.28,1.28,1.31,2.48,278,
28,1,12.79,2.46,2.04,18.6,89,2.35,2.33,0.13,1.28,3.52,0.79,2.48,990,
29,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
30,1,12.79,2.46,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,735,
31,2,12.2,1.48,2.04,19,70,2.35,2.33,0.35,1.66,3.52,0.69,2.48,278,
32,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,
33,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,990,
34,3,13.68,1.48,2.04,19,89,2.35,0.99,0.35,1.66,9.01,0.48,1.27,470,
35,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,990,
36,3,13.68,4.1,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.69,1.27,470,
37,2,12.2,1.48,2.04,19,89,0.98,0.99,0.35,1.28,1.28,0.79,1.27,735,
38,3,12.2,4.1,2.04,19,89,0.98,0.58,0.35,0.41,4.9,0.79,1.27,470,
39,1,13.68,3.98,2.04,18.6,89,2.35,2.33,0.13,0.41,4.9,0.79,3.31,990,
40,2,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,4.9,1.01,2.48,470,
41,2,11.03,1.48,2.04,19,134,0.98,0.99,0.13,1.28,1.28,0.79,2.23,470,
42,3,13.68,2.46,2.04,19,89,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
43,2,12.2,4.1,2.04,19,89,1.85,1.58,0.35,1.66,1.28,0.79,2.48,278,
44,2,11.03,1.48,2.04,18,70,0.98,0.99,0.35,1.28,1.28,1.01,2.23,470,
45,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
46,3,12.2,4.1,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,1.27,470,
47,3,12.2,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.48,1.27,470,
48,3,12.2,1.48,2.04,19,70,0.98,0.34,0.35,0.41,9.01,0.48,1.27,470,
49,2,11.03,1.48,2.04,19,89,1.85,2.21,0.35,1.66,1.28,0.79,2.23,278,
50,3,12.2,2.46,2.04,18,89,0.98,0.58,0.35,0.41,4.9,0.69,1.27,470,
51,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,0.41,4.9,0.79,1.27,470,
52,3,12.79,1.48,2.04,19,89,1.85,0.99,0.13,1.28,4.9,0.48,1.27,278,
53,3,12.79,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,735,
54,2,11.03,4.1,2.04,19,70,1.85,1.58,0.35,1.28,1.28,0.79,2.48,470,
55,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
56,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,735,
57,3,12.2,2.46,2.04,19,70,1.85,0.58,0.35,0.41,7.6,0.48,1.27,470,
58,2,12.2,1.48,2.04,19,134,2.35,2.21,0.13,1.66,1.28,1.01,2.48,735,
59,2,12.79,0.74,1.36,10.6,70,1.85,1.58,0.13,1.28,3.52,1.01,2.48,278,
60,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
61,3,12.79,2.46,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.79,1.27,470,
62,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
63,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
64,2,12.2,0.74,1.36,10.6,70,1.85,0.57,0.13,0.41,1.28,1.01,1.27,470,
65,1,12.79,1.48,2.04,18.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
66,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,990,
67,2,11.03,1.48,1.36,19,70,2.35,1.58,0.35,1.28,1.28,0.79,2.23,278,
68,2,12.2,0.74,2.04,10.6,89,1.85,0.99,0.35,0.41,1.28,1.01,1.27,470,
69,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,3.31,990,
70,2,12.2,2.46,2.04,18,70,2.35,2.21,0.13,1.66,1.28,1.01,2.48,278,
71,3,12.79,2.46,2.04,18,89,0.98,0.58,0.35,1.66,9.01,0.48,1.27,470,
72,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
73,2,12.2,1.48,2.04,19,70,0.98,0.99,0.35,1.28,1.28,0.79,1.27,470,
74,1,13.68,1.48,2.04,18,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
75,2,11.03,0.74,2.04,19,89,2.35,1.58,0.13,1.28,1.28,0.79,2.48,735,
76,2,12.2,2.46,2.04,19,89,2.35,2.33,0.35,1.66,1.28,1.01,2.48,278,
77,3,13.68,4.1,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.48,1.27,278,
78,2,12.2,1.48,1.36,19,70,1.85,1.58,0.13,1.28,1.28,1.01,3.31,470,
79,1,13.68,3.98,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
80,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
81,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
82,2,12.2,2.46,2.04,18,70,2.35,2.33,0.35,1.66,1.28,1.31,2.48,278,
83,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,1.01,2.48,990,
84,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
85,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.28,4.9,1.01,2.48,990,
86,3,12.79,2.46,2.04,19,70,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
87,3,13.68,2.46,2.04,19,89,0.98,0.58,0.35,0.41,9.01,0.48,1.27,470,
88,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.79,1.27,470,
89,3,13.68,4.1,2.04,19,89,1.85,0.58,0.35,1.28,9.01,0.48,1.27,470,
90,2,12.79,0.74,2.04,10.6,89,2.35,0.99,0.35,0.41,1.28,1.01,1.27,735,
91,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,0.79,2.48,990,
92,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,9.01,0.48,1.27,470,
93,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.69,2.23,735,
94,2,12.2,1.48,2.04,19,70,2.35,2.21,0.13,0.41,1.28,0.79,2.48,278,
95,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,0.79,2.48,990,
96,3,12.2,2.46,2.04,19,89,1.85,0.58,0.35,0.41,4.9,0.48,1.27,735,
97,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
98,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.69,1.27,735,
99,2,11.03,2.46,2.04,19,89,0.98,1.58,0.35,0.41,3.52,1.01,2.48,470,
100,2,12.2,1.48,2.04,19,89,2.35,1.58,0.13,1.28,1.28,0.79,3.31,278,
101,2,11.03,1.48,2.04,19,70,2.35,1.58,0.35,1.66,1.28,1.31,2.48,278,
102,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,0.79,2.48,990,
103,2,11.03,1.48,2.04,19,89,0.98,1.58,0.35,1.28,1.28,1.31,2.23,470,
104,1,12.79,1.48,2.04,18,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
105,2,12.2,2.46,2.04,19,89,0.98,1.58,0.35,1.28,1.28,0.79,2.48,278,
106,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.48,470,
107,2,11.03,1.48,2.04,19,70,2.35,2.33,0.35,1.28,1.28,0.79,2.48,278,
108,3,12.79,0.74,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.69,1.27,470,
109,2,12.2,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
110,3,12.79,4.1,2.04,19,70,0.98,0.58,0.35,0.41,7.6,0.48,1.27,470,
111,3,12.79,1.48,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.48,1.27,470,
112,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
113,1,12.79,3.98,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,470,
114,3,12.79,1.48,2.04,19,89,2.35,0.99,0.35,1.66,9.01,0.48,1.27,470,
115,3,12.2,2.46,2.04,18,89,0.98,0.58,0.13,0.41,7.6,0.48,1.27,735,
116,2,11.03,0.74,2.04,19,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,
117,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,2.23,470,
118,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,0.41,7.6,0.48,1.27,735,
119,1,13.68,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,2.48,990,
120,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,4.9,0.69,1.27,735,
121,2,12.2,0.74,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.23,470,
122,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,7.6,0.48,1.27,470,
123,2,11.03,2.46,1.36,19,89,2.35,2.33,0.13,1.66,1.28,0.69,2.48,470,
124,2,11.03,2.46,1.36,19,70,1.85,1.58,0.35,1.66,1.28,0.79,2.48,470,
125,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
126,1,13.68,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
127,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
128,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,735,
129,2,12.79,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,2.48,278,
130,2,11.03,1.48,2.04,19,89,2.35,2.33,0.13,1.66,1.28,0.79,3.31,470,
131,2,12.2,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,
132,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
133,3,12.2,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
134,1,12.79,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,735,
135,2,11.03,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,3.31,278,
136,3,12.79,4.1,2.04,19,89,1.85,0.58,0.35,0.41,3.52,0.79,1.27,470,
137,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,0.79,3.31,990,
138,3,12.79,4.1,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.48,1.27,470,
139,2,12.2,2.46,1.36,10.6,70,0.98,0.99,0.35,0.41,1.28,0.69,1.27,278,
140,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
141,2,11.03,1.48,1.36,10.6,89,0.98,0.99,0.13,0.41,3.52,1.01,1.27,278,
142,3,12.79,2.46,2.04,19,89,1.85,0.58,0.35,0.41,7.6,0.48,1.27,470,





1,2,12.2,0.74,1.36,10.6,89,1.85,0.99,0.35,0.41,4.9,0.79,1.27,278,
2,2,11.03,0.74,2.04,19,70,2.35,1.58,0.35,1.28,1.28,1.01,2.23,278,
3,2,12.2,0.74,1.36,19,89,2.35,1.58,0.35,1.66,1.28,0.79,2.48,278,
4,2,12.2,1.48,2.04,19,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
5,2,12.2,0.74,2.04,18,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
6,2,11.03,1.48,2.04,18,89,2.35,2.21,0.13,1.28,1.28,1.01,2.48,278,
7,2,13.68,1.48,2.04,19,70,2.35,2.33,0.13,1.66,1.28,1.31,2.48,278,
8,2,11.03,0.74,2.04,19,70,2.35,2.21,0.35,0.41,1.28,0.79,2.48,278,
9,2,11.03,1.48,2.04,19,89,2.35,2.33,0.35,1.66,4.9,0.79,3.31,278,
10,2,12.79,2.46,2.04,19,70,0.98,1.58,0.35,1.28,3.52,0.79,1.27,470,
11,3,12.79,2.46,2.04,19,89,1.85,0.58,0.35,0.41,4.9,0.79,1.27,470,
12,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.23,470,
13,3,12.79,4.1,2.04,19,89,1.85,0.58,0.13,0.41,7.6,0.48,1.27,470,
14,2,12.79,0.74,1.36,18,89,1.85,1.58,0.13,0.41,3.52,1.01,2.23,470,
15,2,11.03,0.74,2.04,18,89,1.85,2.21,0.13,1.66,1.28,0.79,2.48,470,
16,2,11.03,2.46,2.04,18,89,0.98,0.99,0.35,0.41,1.28,0.79,2.48,470,
17,2,12.79,1.48,2.04,19,70,1.85,1.58,0.13,0.41,3.52,0.79,2.48,470,
18,2,11.03,1.48,2.04,19,70,1.85,1.58,0.35,1.28,1.28,0.79,2.48,470,
19,2,12.2,1.48,2.04,18.6,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,
20,2,11.03,1.48,1.36,10.6,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,470,
21,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.01,2.48,470,
22,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,470,
23,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
24,2,12.2,0.74,1.36,19,70,1.85,1.58,0.13,0.41,3.52,1.01,3.31,470,
25,2,12.2,0.74,1.36,10.6,134,1.85,1.58,0.35,1.66,1.28,1.01,2.23,735,
26,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
27,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,1.28,3.52,0.48,1.27,735,
28,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,735,
29,2,12.79,1.48,2.04,19,134,2.35,2.33,0.13,1.66,1.28,1.31,3.31,735,
30,1,13.68,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
31,1,13.68,1.48,2.04,10.6,89,1.85,2.33,0.13,1.28,4.9,1.01,2.48,990,
32,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
33,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,3.31,990,
34,1,12.79,1.48,2.04,10.6,89,2.35,2.19,0.13,1.28,3.52,1.01,2.48,990,
35,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,
36,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
次数:0
recog-right:0.638889
recog-worng:0.222222
recog-cannot:0.138889
nodenumber:59
aaaa==  54
1,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,4.9,0.69,1.27,735,
2,3,13.68,2.46,2.04,19,89,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
3,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
4,2,12.2,2.46,2.04,18,70,2.35,2.21,0.13,1.66,1.28,1.01,2.48,278,
5,2,11.03,2.46,1.36,19,89,2.35,2.33,0.13,1.66,1.28,0.69,2.48,470,
6,2,11.03,1.48,1.36,19,70,2.35,1.58,0.35,1.28,1.28,0.79,2.23,278,
7,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
8,1,12.79,1.48,2.04,18.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
9,2,13.68,1.48,2.04,19,70,2.35,2.33,0.13,1.66,1.28,1.31,2.48,278,
10,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,1.01,2.48,990,
11,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
12,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.28,4.9,1.01,2.48,990,
13,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,