wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

24,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
25,2,11.03,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
26,2,11.03,1.57,1.36,10.6,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,470,
27,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
28,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
29,2,11.03,0.74,1.36,18,89,2.35,1.58,0.35,1.66,1.28,0.79,2.48,278,
30,2,11.03,1.57,1.36,18,70,1.85,1.58,0.13,1.24,1.28,1.01,2.48,470,
31,2,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,
32,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
33,2,11.03,0.74,2.04,10.6,89,1.85,0.34,0.35,0.41,1.28,1.01,1.27,470,
34,3,11.03,0.74,2.04,10.6,70,1.85,0.34,0.35,1.24,3.52,0.48,1.27,470,
35,1,12.79,1.57,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,720,
36,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
37,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
38,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
39,1,12.79,1.57,2.04,10.6,89,2.35,1.58,0.13,1.24,3.52,1.01,2.48,990,
40,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,3.52,0.48,1.27,720,
41,2,11.03,1.57,2.04,18,89,2.35,1.58,0.13,1.24,1.28,0.79,2.48,278,
42,3,11.03,2.46,2.04,18,89,0.98,0.34,0.13,0.41,7.6,0.48,1.27,720,
43,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,720,
44,2,11.03,2.46,2.04,18,89,0.98,1.58,0.35,0.41,3.52,1.01,2.48,470,
45,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,0.79,2.48,990,
46,2,11.03,0.74,1.36,10.6,89,1.85,1.58,0.35,1.66,1.28,1.01,1.27,720,
47,2,11.03,0.74,2.04,18,89,2.35,1.58,0.13,1.66,1.28,1.01,2.48,720,
48,2,11.03,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,
49,1,12.79,1.57,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
50,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,
51,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
52,3,12.79,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,470,
53,2,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,1.28,1.01,2.48,720,
54,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
55,2,11.03,0.74,2.04,18,70,2.35,1.58,0.35,0.41,1.28,0.79,2.48,278,
56,2,11.03,2.46,2.04,18,70,2.35,2.33,0.35,1.66,1.28,1.01,2.48,278,
57,2,11.03,0.74,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,1.27,470,
58,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,7.6,0.48,1.27,720,
59,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
60,1,12.79,1.57,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,720,
61,2,11.03,1.57,2.04,18,70,1.85,1.58,0.35,1.24,1.28,0.79,2.48,470,
62,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,
63,2,11.03,1.57,2.04,18,89,0.98,0.34,0.13,1.24,1.28,0.79,1.27,470,
64,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
65,2,11.03,2.46,2.04,18,70,2.35,2.33,0.13,1.66,1.28,0.48,2.48,278,
66,2,11.03,1.57,2.04,18,89,0.98,0.34,0.35,1.24,1.28,0.79,1.27,720,
67,2,12.79,0.74,2.04,18,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
68,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
69,2,11.03,1.57,2.04,18,70,0.98,1.58,0.35,1.24,1.28,0.79,1.27,470,
70,2,11.03,2.46,2.04,18,89,1.85,1.58,0.35,1.66,1.28,0.79,2.48,278,
71,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
72,1,12.79,0.74,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
73,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,720,
74,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
75,3,12.79,2.46,2.04,18,89,0.98,0.34,0.13,1.24,7.6,0.48,1.27,470,
76,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
77,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
78,2,12.79,1.57,2.04,18,70,1.85,1.58,0.13,0.41,3.52,0.79,2.48,470,
79,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
80,1,12.79,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
81,3,11.03,2.46,2.04,18,89,0.98,0.34,0.13,0.41,3.52,0.48,1.27,470,
82,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
83,2,11.03,1.57,2.04,18,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,
84,2,11.03,1.57,2.04,18,70,2.35,2.33,0.35,1.24,1.28,0.79,2.48,278,
85,3,12.79,2.46,2.04,18,89,0.98,0.34,0.13,0.41,7.6,0.48,1.27,470,
86,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
87,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,
88,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
89,2,11.03,0.74,2.04,18,89,2.35,1.58,0.13,1.24,1.28,0.79,2.48,720,
90,1,12.79,2.46,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,720,
91,3,12.79,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,470,
92,3,12.79,1.57,2.04,18,89,0.98,0.34,0.13,0.41,3.52,0.48,1.27,470,
93,2,11.03,2.46,1.36,10.6,70,0.98,0.34,0.35,0.41,1.28,0.48,1.27,278,
94,1,12.79,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,
95,2,11.03,0.74,2.04,18,70,2.35,2.33,0.35,1.66,3.52,0.48,2.48,278,
96,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,1.01,2.48,990,
97,3,12.79,2.46,2.04,18,89,0.98,0.34,0.13,1.24,7.6,0.48,1.27,470,
98,2,11.03,1.57,2.04,18,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,278,
99,2,11.03,0.74,1.36,10.6,89,1.85,0.34,0.13,1.66,1.28,1.01,2.48,470,
100,2,11.03,0.74,2.04,18,89,1.85,1.58,0.35,0.41,1.28,1.01,1.27,278,
101,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,1.01,2.48,990,
102,2,11.03,2.46,1.36,18,70,1.85,1.58,0.35,1.66,1.28,0.79,2.48,470,
103,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
104,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
105,2,11.03,1.57,1.36,10.6,89,0.98,0.34,0.13,0.41,3.52,1.01,1.27,278,
106,2,11.03,1.57,2.04,18,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
107,2,11.03,2.46,2.04,18,89,0.98,1.58,0.35,1.24,1.28,0.79,2.48,278,
108,3,12.79,2.46,2.04,18,89,1.85,0.34,0.35,1.24,7.6,0.48,1.27,470,
109,2,12.79,0.74,1.36,10.6,70,1.85,1.58,0.13,1.24,3.52,1.01,2.48,278,
110,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
111,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
112,2,11.03,0.74,2.04,18,70,2.35,1.58,0.35,1.24,1.28,1.01,1.27,278,
113,3,12.79,2.46,2.04,18,89,0.98,0.34,0.13,0.41,3.52,0.48,1.27,470,
114,2,11.03,1.57,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,
115,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
116,3,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
117,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.66,7.6,0.48,1.27,470,
118,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,720,
119,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
120,3,11.03,2.46,2.04,18,70,1.85,0.34,0.35,0.41,7.6,0.48,1.27,470,
121,2,11.03,0.74,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,
122,2,11.03,0.74,1.36,18,70,1.85,1.58,0.13,1.24,1.28,0.79,2.48,470,
123,3,11.03,1.57,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
124,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,





1,3,12.79,1.57,2.04,18,89,1.85,0.34,0.13,1.24,3.52,0.48,1.27,278,
2,2,11.03,0.74,1.36,10.6,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,278,
3,2,11.03,1.57,1.36,18,70,2.35,1.58,0.35,1.24,1.28,0.79,1.27,278,
4,2,11.03,1.57,2.04,18,89,2.35,2.33,0.35,1.66,3.52,0.79,2.48,278,
5,2,12.79,2.46,2.04,18,70,2.35,2.33,0.13,1.66,1.28,0.48,2.48,278,
6,2,11.03,1.57,2.04,18,70,2.35,1.58,0.13,0.41,1.28,0.79,2.48,278,
7,2,11.03,0.74,2.04,18,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,278,
8,2,11.03,0.74,2.04,18,70,2.35,1.58,0.35,1.66,1.28,1.01,2.48,278,
9,2,11.03,1.57,2.04,18,89,2.35,1.58,0.13,1.24,1.28,1.01,2.48,278,
10,2,11.03,2.46,2.04,18,70,2.35,1.58,0.13,1.66,1.28,1.01,2.48,278,
11,3,12.79,2.46,2.04,18,89,1.85,0.34,0.13,0.41,7.6,0.48,1.27,470,
12,3,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
13,2,12.79,2.46,2.04,18,70,0.98,1.58,0.35,1.24,3.52,0.79,1.27,470,
14,2,11.03,0.74,2.04,18,70,0.98,0.34,0.35,1.24,1.28,0.79,1.27,470,
15,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.79,1.27,470,
16,2,11.03,1.57,2.04,18,70,0.98,0.34,0.35,1.24,1.28,1.01,1.27,470,
17,2,12.79,0.74,1.36,18,89,1.85,1.58,0.13,0.41,3.52,1.01,1.27,470,
18,3,12.79,0.74,2.04,18,89,0.98,0.34,0.13,0.41,3.52,0.48,1.27,470,
19,2,11.03,0.74,1.36,10.6,70,1.85,0.34,0.13,0.41,1.28,1.01,1.27,470,
20,2,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,1.28,0.79,2.48,470,
21,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,470,
22,3,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
23,2,11.03,0.74,1.36,18,70,0.98,0.34,0.13,1.24,1.28,1.01,2.48,470,
24,2,11.03,0.74,1.36,18,70,1.85,1.58,0.13,0.41,3.52,1.01,2.48,470,
25,2,11.03,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,
26,3,12.79,2.46,2.04,18,89,1.85,0.34,0.35,1.24,7.6,0.48,1.27,470,
27,2,11.03,0.74,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,
28,3,11.03,0.74,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,
29,2,11.03,1.57,2.04,18,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,
30,2,11.03,0.74,2.04,18,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,
31,3,12.79,1.57,2.04,18,89,2.35,0.34,0.35,1.66,7.6,0.48,1.27,470,
32,3,12.79,1.57,2.04,18,89,2.35,0.34,0.35,1.66,7.6,0.48,1.27,470,
33,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,
34,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,
35,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,
36,1,12.79,2.46,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,720,
37,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,3.52,0.48,1.27,720,
38,3,11.03,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.48,1.27,720,
39,3,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,720,
40,3,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,720,
41,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,720,
42,2,12.79,0.74,2.04,10.6,89,2.35,0.34,0.35,0.41,1.28,1.01,1.27,720,
43,1,12.79,2.46,2.04,18,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,
44,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,
45,1,12.79,0.74,2.04,10.6,89,1.85,2.33,0.13,1.24,3.52,1.01,2.48,990,
46,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
47,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
48,1,12.79,0.74,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
49,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,
50,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
51,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
52,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,
53,1,12.79,2.46,2.04,18,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,
54,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
次数:2
recog-right:0.925926
recog-worng:0.0740741
recog-cannot:0
nodenumber:28
aaaa==  49
1,2,11.03,0.74,2.04,18,89,1.85,1.58,0.13,1.66,1.28,0.79,2.48,470,
2,2,12.79,0.74,1.36,10.6,70,1.85,1.58,0.13,1.24,3.52,1.01,2.48,278,
3,3,11.03,0.74,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,
4,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
5,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
6,1,12.79,0.74,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
7,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,720,
8,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
9,3,11.03,1.57,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
10,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,
11,2,11.03,1.57,2.04,18,89,0.98,1.58,0.35,1.24,1.28,1.01,1.27,470,
12,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
13,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
14,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.48,1.27,278,
15,3,12.79,2.46,2.04,18,89,0.98,0.34,0.13,1.24,7.6,0.48,1.27,470,
16,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,
17,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,1.01,2.48,990,
18,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
19,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
20,1,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
21,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,
22,1,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,1.01,2.48,990,
23,2,11.03,1.57,2.04,18,89,2.35,1.58,0.13,1.24,1.28,1.01,2.48,278,
24,3,12.79,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,470,
25,2,11.03,0.74,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,
26,2,11.03,1.57,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,
27,2,11.03,1.57,2.04,18,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
28,2,11.03,0.74,2.04,18,89,2.35,1.58,0.13,1.66,1.28,1.01,2.48,720,
29,2,11.03,1.57,1.36,10.6,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,470,
30,1,12.79,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,
31,2,11.03,1.57,2.04,18,89,0.98,0.34,0.13,1.24,1.28,0.79,1.27,470,
32,3,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,
33,1,12.79,0.74,2.04,18,89,2.35,2.33,0.35,1.24,3.52,1.01,2.48,990,
34,2,11.03,0.74,1.36,18,70,1.85,1.58,0.13,0.41,3.52,1.01,2.48,470,
35,2,11.03,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,