wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

26,2,12.7,1.48,2.04,19.5,80,1.6,1.57,0.13,0.41,3.52,0.79,2.77,428,
27,3,12.25,0.74,2.04,10.6,80,1.6,0.58,0.35,1.15,5.04,0.69,1.27,428,
28,3,12.7,2.46,2.04,19.5,89,1.6,1.1,0.13,0.41,3.52,0.69,1.27,428,
29,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,
30,2,12.25,0.74,1.36,19.5,70,1.6,1.57,0.13,0.41,3.52,0.79,3.22,428,
31,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,990,
32,2,12.52,1.48,2.04,19.5,88,2.4,2.21,0.13,1.15,1.28,0.79,2.77,278,
33,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,
34,2,12.7,0.74,2.04,10.6,89,2.4,1.3,0.35,0.41,1.28,0.79,1.67,735,
35,2,11.03,0.74,2.04,19.5,80,2.4,2.21,0.35,0.41,1.28,0.79,3.12,278,
36,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,3.58,990,
37,2,12.21,0.74,1.36,10.6,134,1.6,1.28,0.13,1.66,1.28,0.79,3.05,428,
38,3,12.7,4.36,2.04,19.5,89,1.6,0.58,0.13,0.41,7.9,0.48,1.67,428,
39,1,13.68,1.48,2.04,18,89,2.4,2.21,0.13,1.66,5.04,0.79,2.75,990,
40,1,12.7,3.98,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,2.88,428,
41,2,12.25,1.48,2.04,19.5,88,1.6,2.21,0.35,1.66,1.28,0.79,2.77,278,
42,2,12.7,4.36,2.04,19.5,80,2.4,2.21,0.13,1.66,1.28,0.69,3.1,278,
43,2,11.03,1.48,2.04,19.5,80,2.4,1.57,0.35,1.66,1.28,0.79,2.85,278,
44,3,13.68,2.46,2.04,19.5,89,1.6,0.34,0.35,0.41,5.04,0.79,1.67,428,
45,2,11.03,0.74,2.04,19.5,89,2.4,2.21,0.13,1.66,1.28,0.79,3.22,428,
46,2,12.25,2.46,2.04,18,88,2.4,2.21,0.13,1.66,1.28,0.79,3.22,278,
47,2,12.25,0.74,1.36,10.6,134,1.6,1.57,0.35,1.66,1.28,0.79,2.31,735,
48,1,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.84,990,
49,3,12.7,2.46,2.04,19.5,88,1.48,0.58,0.35,0.41,7.9,0.69,1.67,428,
50,1,12.7,2.46,2.04,18,89,2.4,2.21,0.13,1.66,3.52,0.79,3.52,735,
51,2,12.25,1.48,2.04,18,134,2.4,2.21,0.13,1.66,1.28,0.79,2.63,735,
52,2,11.03,1.48,2.04,18,80,1.6,1.39,0.35,1.15,1.28,0.79,2.23,428,
53,2,12.25,2.46,2.04,18,88,2.4,2.99,0.35,1.66,1.28,0.79,2.83,278,
54,2,12.25,0.74,2.04,18,88,2.4,3.75,0.13,1.66,3.52,0.79,2.77,428,
55,2,11.03,4.3,2.04,19.5,80,1.6,1.57,0.35,1.15,1.28,0.79,2.57,428,
56,2,12.25,1.48,2.04,19.5,89,2.4,1.57,0.13,1.15,1.28,0.79,3.22,428,
57,3,12.7,1.48,2.04,19.5,80,0.98,0.34,0.35,0.41,7.9,0.48,1.6,428,
58,2,12.25,0.74,1.36,10.6,80,2.4,2.21,0.13,1.66,1.28,0.79,2.74,428,
59,2,11.03,0.74,2.04,19.5,70,1.6,1.57,0.35,1.15,1.28,0.79,2.72,428,
60,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,2.15,428,
61,2,12.7,2.46,2.04,19.5,89,2.4,2.21,0.35,1.66,1.28,0.79,3.12,428,
62,2,11.03,1.48,2.04,19.5,89,2.4,5.08,0.35,1.66,5.04,0.79,3.64,428,
63,1,12.7,2.46,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.88,990,
64,2,11.03,2.46,2.04,18,89,1.6,1.32,0.35,0.41,1.28,0.79,2.51,428,
65,3,12.7,2.46,2.04,18,89,0.98,0.58,0.35,0.41,5.04,0.48,1.67,428,
66,2,11.03,2.46,1.36,19.5,89,2.4,2.21,0.13,1.66,1.28,0.69,2.81,428,
67,3,12.25,4.36,2.04,19.5,89,0.98,0.34,0.35,0.41,3.52,0.69,1.27,428,
68,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,3.52,0.79,3.71,990,
69,3,12.2,2.46,2.04,18,89,0.98,0.34,0.35,0.41,5.04,0.48,1.67,428,
70,2,11.03,1.48,2.04,19.5,89,2.4,2.21,0.13,1.66,1.28,0.79,3.22,428,
71,2,11.03,0.74,2.04,19.5,70,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,
72,2,11.03,0.74,1.36,19.5,80,1.6,1.57,0.13,1.15,1.28,0.79,3.22,428,
73,2,12.25,0.74,2.04,10.6,89,1.6,1.09,0.35,0.41,1.28,0.79,1.67,428,
74,2,11.03,1.48,2.04,18,89,2.4,2.21,0.13,1.15,1.28,0.79,2.88,278,
75,3,12.7,1.48,2.04,19.5,89,2.4,1.1,0.35,1.66,7.9,0.48,1.67,428,
76,3,13.68,4.36,2.04,19.5,88,0.98,0.34,0.35,1.15,5.04,0.69,1.67,428,
77,3,12.7,2.46,2.04,18,89,1.6,0.58,0.35,1.66,7.9,0.48,1.27,428,
78,3,13.68,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.67,428,
79,1,13.68,1.48,2.04,19.5,89,2.4,3.17,0.13,1.66,5.04,0.79,2.69,990,
80,1,12.7,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,
81,3,12.6,2.46,2.04,18,89,1.6,0.58,0.35,0.41,5.04,0.69,1.27,428,
82,1,13.68,0.74,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.85,990,
83,2,11.03,1.48,2.04,19.5,89,1.6,2.21,0.35,1.66,1.28,0.79,2.31,428,
84,1,12.7,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,3.12,990,
85,1,12.7,1.48,2.04,19.5,89,2.4,2.21,0.13,1.66,5.04,0.79,3.02,990,
86,2,12.7,2.46,1.36,10.6,80,1.6,1.25,0.35,0.41,1.28,0.69,2.12,278,
87,1,13.68,0.74,2.04,10.6,89,2.4,3.15,0.13,1.66,5.04,0.79,3.52,990,
88,1,12.7,1.48,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.51,990,
89,1,13.68,1.48,2.04,19.5,89,2.4,3.1,0.13,1.66,5.04,0.79,2.65,990,
90,3,13.68,1.48,2.04,19.5,89,2.4,1.3,0.35,1.66,7.9,0.48,1.67,428,
91,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.79,2.11,428,
92,2,12.64,0.74,2.04,18,89,1.6,1.57,0.13,1.15,1.28,0.79,3.12,428,
93,3,12.7,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,2.01,428,
94,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,5.04,0.79,2.88,990,
95,3,12.7,0.74,2.04,18,89,1.48,1.25,0.13,0.41,3.52,0.69,1.27,428,
96,2,11.03,4.3,2.04,19.5,80,2.4,3.03,0.13,1.66,1.28,0.69,3.64,278,
97,2,12.7,1.48,2.04,18,80,1.6,2.21,0.13,1.66,3.52,0.79,3.12,428,
98,3,13.68,4.1,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,
99,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,735,
100,1,12.7,2.46,2.04,19.5,89,2.4,2.21,0.35,1.66,3.52,0.79,2.88,735,
101,3,12.25,2.46,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.48,1.67,735,
102,2,12.7,1.48,2.04,19.5,134,2.4,2.21,0.13,1.66,1.28,0.79,3.22,735,
103,2,11.03,2.46,2.04,19.5,89,1.6,1.57,0.35,0.41,3.52,0.79,2.48,428,
104,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,3.58,990,
105,1,13.68,3.98,2.04,18,89,2.4,2.21,0.13,1.15,5.04,0.79,3.22,990,
106,2,11.03,1.48,1.36,10.6,89,1.6,1.57,0.13,1.15,3.52,0.79,2.12,428,
107,1,13.68,1.48,2.04,19.5,89,2.4,2.21,0.35,1.15,5.04,0.79,2.88,990,
108,2,12.21,0.74,1.36,18,89,1.6,1.57,0.35,1.66,1.28,0.79,3.02,278,
109,3,12.7,2.46,2.04,19.5,89,0.98,1.39,0.13,0.41,7.9,0.48,1.27,428,
110,3,12.7,2.46,2.04,19.5,89,0.98,1.1,0.13,0.41,5.04,0.69,1.27,428,
111,2,11.03,2.46,1.36,18,80,1.6,1.57,0.35,1.66,1.28,0.79,3.05,428,
112,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,3.58,990,
113,3,12.7,1.48,2.04,19.5,89,0.98,1.09,0.13,0.41,5.04,0.48,1.27,428,
114,1,12.7,1.48,2.04,10.6,89,2.4,2.94,0.13,1.15,3.52,0.79,3.22,990,
115,2,12.25,0.74,2.04,18,89,2.4,2.21,0.35,1.66,3.52,0.79,2.23,428,
116,1,12.7,1.48,2.04,19.5,89,2.4,2.21,0.35,1.66,3.52,0.79,3.12,735,
117,3,12.7,2.46,2.04,19.5,89,0.98,1.57,0.13,1.15,7.9,0.48,1.27,428,
118,2,11.03,1.48,2.04,19.5,88,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,
119,1,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.88,990,
120,3,12.7,4.1,2.04,19.5,89,1.48,0.58,0.35,1.15,7.9,0.48,1.27,735,
121,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.35,1.66,5.04,0.79,2.72,990,
122,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,3.22,990,
123,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,735,
124,2,12.25,1.48,2.04,18,80,1.6,1.57,0.35,1.15,1.28,0.79,3.12,428,
125,3,12.53,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,3.52,0.79,1.67,428,
126,2,12.7,0.74,1.36,18,89,1.6,1.57,0.13,0.41,3.52,0.79,2.31,428,
127,1,12.7,1.48,2.04,19.5,89,2.4,2.94,0.13,1.66,5.04,0.79,3.22,735,
128,2,11.03,0.74,2.04,19.5,88,2.4,1.57,0.35,1.15,1.28,0.79,2.31,428,
129,2,12.25,1.48,1.36,19.5,80,1.6,1.57,0.13,1.15,1.28,0.79,3.57,428,
130,1,12.7,1.48,2.04,18,89,1.6,2.21,0.13,1.15,3.52,0.79,2.85,990,
131,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,2.69,990,
132,2,11.03,0.74,1.36,18,80,2.4,2.21,0.13,1.15,1.28,0.79,3.12,278,
133,1,12.7,1.48,2.04,10.6,89,2.4,3,0.13,1.66,5.04,0.79,3.22,735,
134,2,12.7,0.74,1.36,10.6,80,1.6,1.57,0.13,1.15,3.52,0.79,2.48,278,
135,3,12.7,2.46,2.04,19.5,89,1.48,1.36,0.13,1.15,7.9,0.48,1.27,428,
136,1,13.68,3.98,2.04,10.6,89,2.4,3.04,0.13,1.66,5.04,0.79,3.52,735,
137,1,12.7,1.48,2.04,10.6,89,2.4,2.19,0.13,1.15,3.52,0.79,2.77,990,
138,1,12.7,2.46,2.04,10.6,89,2.4,3.03,0.13,1.66,5.04,0.79,3.22,735,
139,2,12.7,1.48,2.04,19.5,80,0.98,1.57,0.35,1.15,1.28,0.79,2.31,428,
140,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.52,990,
141,3,12.7,2.46,2.04,19.5,89,1.48,0.58,0.35,1.15,7.9,0.69,1.67,735,
142,3,12.7,2.46,2.04,19.5,88,1.6,0.34,0.35,0.41,5.04,0.79,1.67,428,





1,3,12.7,1.48,2.04,19.5,89,1.6,1.28,0.13,1.15,5.04,0.48,1.27,278,
2,2,11.03,1.48,1.36,19.5,80,2.4,1.57,0.35,1.15,1.28,0.79,2.31,278,
3,2,12.25,1.48,2.04,19.5,80,2.4,3.15,0.35,1.66,3.52,0.69,2.84,278,
4,2,12.25,1.48,2.04,19.5,89,1.6,1.57,0.13,1.15,1.28,0.79,2.88,278,
5,2,13.68,1.48,2.04,19.5,80,2.4,2.21,0.13,1.66,1.28,0.79,3.12,278,
6,2,12.25,2.46,2.04,19.5,89,1.6,1.57,0.35,1.15,1.28,0.79,3.22,278,
7,3,12.7,4.36,2.04,19.5,80,1.6,0.58,0.35,0.41,5.04,0.48,1.67,428,
8,2,12.25,0.74,1.36,10.6,88,1.6,0.57,0.13,0.41,1.28,0.79,1.67,428,
9,2,12.7,2.46,2.04,19.5,80,1.6,1.57,0.35,1.15,3.52,0.79,2.01,428,
10,2,11.03,1.48,2.04,19.5,89,1.6,1.57,0.35,1.15,1.28,0.79,2.23,428,
11,2,11.03,1.48,2.04,19.5,134,1.6,0.99,0.13,1.15,1.28,0.79,2.23,428,
12,3,12.25,2.46,2.04,19.5,88,1.6,0.58,0.35,0.41,5.04,0.48,1.27,428,
13,3,12.7,2.46,2.04,19.5,89,1.48,0.34,0.35,0.41,3.52,0.69,2.31,428,
14,2,11.03,1.48,2.04,19.5,80,0.98,1.25,0.35,1.15,3.52,0.79,2.65,428,
15,2,11.03,1.48,1.36,10.6,89,1.6,1.57,0.13,1.15,1.28,0.79,2.88,428,
16,2,11.03,0.74,2.04,18,89,1.6,2.21,0.13,1.66,1.28,0.79,3.05,428,
17,2,12.64,0.74,1.36,10.6,89,1.6,1.39,0.35,0.41,5.04,0.79,1.27,428,
18,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.79,1.27,428,
19,3,13.68,4.1,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,
20,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,5.04,0.69,1.27,735,
21,3,13.68,4.36,2.04,19.5,89,1.6,0.58,0.35,0.41,5.04,0.48,1.67,735,
22,3,12.7,2.46,2.04,19.5,89,0.98,0.34,0.35,0.41,5.04,0.69,2.47,735,
23,2,12.25,1.48,2.04,19.5,89,0.98,0.99,0.35,1.15,1.28,0.79,1.67,735,
24,3,12.25,2.46,2.04,18,89,0.98,0.58,0.13,0.41,7.9,0.48,1.67,735,
25,2,11.03,0.74,2.04,19.5,89,2.4,1.57,0.13,1.15,1.28,0.79,3.12,735,
26,1,13.68,1.48,2.04,10.6,89,2.4,3,0.13,1.66,5.04,0.79,3.22,735,
27,1,13.68,1.48,2.04,10.6,89,1.6,2.21,0.13,1.15,3.52,0.79,2.82,990,
28,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.35,1.66,5.04,0.79,2.88,990,
29,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,7.9,0.79,3.1,990,
30,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,2.88,990,
31,1,13.68,2.46,2.04,10.6,89,2.4,3.17,0.13,1.66,3.52,0.79,3.22,990,
32,1,13.68,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,3.12,990,
33,1,13.68,1.48,2.04,10.6,89,2.4,2.94,0.13,1.66,5.04,0.79,2.85,990,
34,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.35,1.66,3.52,0.79,2.85,990,
35,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,5.04,0.79,3.58,990,
36,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,5.04,0.79,3.12,990,
次数:2
recog-right:0.916667
recog-worng:0.0555556
recog-cannot:0.0277778
nodenumber:49
aaaa==  56
1,2,11.03,1.48,2.04,19.5,80,2.4,1.57,0.35,1.66,1.28,0.79,2.85,278,
2,3,12.25,0.74,2.04,10.6,80,1.6,0.58,0.35,1.15,5.04,0.69,1.27,428,
3,1,12.7,2.46,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.88,990,
4,2,11.03,1.48,2.04,19.5,89,1.6,2.21,0.35,1.66,1.28,0.79,2.31,428,
5,2,12.25,2.46,2.04,18,88,2.4,2.99,0.35,1.66,1.28,0.79,2.83,278,
6,3,12.25,2.46,2.04,19.5,88,1.6,0.58,0.35,0.41,5.04,0.48,1.27,428,
7,2,11.03,0.74,1.36,19.5,80,1.6,1.57,0.13,1.15,1.28,0.79,3.22,428,
8,2,11.03,1.48,2.04,19.5,80,0.98,1.25,0.35,1.15,3.52,0.79,2.65,428,
9,1,12.7,1.48,2.04,18,89,2.4,2.21,0.13,1.15,3.52,0.79,2.51,990,
10,2,12.25,0.74,2.04,18,80,2.4,3.1,0.13,1.66,3.52,0.79,2.85,278,
11,3,12.7,2.46,2.04,19.5,89,0.98,1.1,0.13,0.41,5.04,0.69,1.27,428,
12,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,2.69,990,
13,1,13.68,1.48,2.04,18,89,2.4,3.17,0.13,1.66,5.04,0.79,3.12,990,
14,3,13.68,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.67,428,
15,3,12.7,2.46,2.04,19.5,89,1.6,0.58,0.35,1.15,7.9,0.48,1.6,428,
16,1,13.68,1.48,2.04,10.6,89,2.4,3.75,0.13,1.66,7.9,0.79,2.82,990,
17,2,11.03,0.74,2.04,18,89,1.6,1.57,0.35,0.41,1.28,0.79,2.23,278,
18,3,13.68,4.36,2.04,19.5,80,0.98,0.34,0.35,0.41,3.52,0.48,1.27,278,
19,1,13.68,2.46,2.04,10.6,89,2.4,3.17,0.13,1.66,3.52,0.79,3.22,990,
20,2,12.25,2.46,2.04,18,88,2.4,2.21,0.13,1.66,1.28,0.79,3.22,278,
21,3,12.2,2.46,2.04,18,89,0.98,0.34,0.35,0.41,5.04,0.48,1.67,428,
22,2,12.7,1.48,2.04,19.5,134,2.4,2.21,0.13,1.66,1.28,0.79,3.22,735,
23,2,11.03,4.3,2.04,19.5,80,1.6,1.57,0.35,1.15,1.28,0.79,2.57,428,
24,2,11.03,2.46,1.36,19.5,89,2.4,2.21,0.13,1.66,1.28,0.69,2.81,428,
25,2,11.03,2.46,1.36,18,80,1.6,1.57,0.35,1.66,1.28,0.79,3.05,428,
26,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.52,990,
27,2,12.25,0.74,1.36,10.6,80,2.4,2.21,0.13,1.66,1.28,0.79,2.74,428,
28,1,12.7,1.48,2.04,10.6,89,2.4,2.21,0.13,1.15,3.52,0.79,2.77,735,
29,1,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,3.22,735,
30,3,12.53,0.74,2.04,19.5,89,1.48,0.58,0.35,1.15,5.04,0.48,1.27,428,
31,2,11.03,0.74,2.04,19.5,88,2.4,1.57,0.35,1.15,1.28,0.79,2.31,428,
32,1,13.68,1.48,2.04,10.6,89,2.4,3.17,0.35,1.66,5.04,0.79,2.72,990,
33,2,12.52,1.48,2.04,19.5,88,2.4,2.21,0.13,1.15,1.28,0.79,2.77,278,
34,2,12.64,1.48,2.04,19.5,80,0.98,1.39,0.35,1.15,1.28,0.79,2.06,428,
35,1,12.7,2.46,2.04,10.6,89,2.4,3.03,0.13,1.66,5.04,0.79,3.22,735,
36,1,13.68,1.48,2.04,10.6,89,2.4,2.21,0.13,1.66,5.04,0.79,2.88,990,
37,1,12.7,1.48,2.04,10.6,89,2.4,3.17,0.13,1.66,5.04,0.79,2.84,990,
38,2,11.03,0.74,1.36,18,80,2.4,2.21,0.13,1.15,1.28,0.79,3.12,278,