wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

42,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
43,2,12.79,1.48,2.04,19,70,1.85,1.58,0.13,0.41,3.52,0.79,2.48,470,
44,2,11.03,4.1,2.04,19,70,1.85,1.58,0.35,1.28,1.28,0.79,2.48,470,
45,3,12.79,2.46,2.04,19,89,1.85,0.58,0.35,0.41,4.9,0.79,1.27,470,
46,2,12.2,0.74,1.36,19,89,2.35,1.58,0.35,1.66,1.28,0.79,2.48,278,
47,2,11.03,0.74,2.04,19,89,2.35,1.58,0.13,1.28,1.28,0.79,2.48,735,
48,2,11.03,0.74,2.04,19,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,
49,3,13.68,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.79,1.27,470,
50,3,12.79,1.48,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.48,1.27,470,
51,3,12.79,2.46,2.04,18,89,0.98,0.58,0.35,1.66,9.01,0.48,1.27,470,
52,2,12.2,1.48,2.04,19,134,2.35,2.21,0.13,1.66,1.28,1.01,2.48,735,
53,2,12.2,0.74,1.36,10.6,70,1.85,0.57,0.13,0.41,1.28,1.01,1.27,470,
54,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
55,3,13.68,4.1,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.69,1.27,470,
56,3,12.79,4.1,2.04,19,89,1.85,0.58,0.13,0.41,7.6,0.48,1.27,470,
57,3,12.2,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
58,1,13.68,3.98,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
59,1,13.68,1.48,2.04,18,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
60,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,3.31,990,
61,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,735,
62,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.69,2.23,735,
63,2,11.03,2.46,1.36,19,89,2.35,2.33,0.13,1.66,1.28,0.69,2.48,470,
64,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
65,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
66,3,12.2,1.48,2.04,19,70,0.98,0.34,0.35,0.41,9.01,0.48,1.27,470,
67,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,
68,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.48,470,
69,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.28,4.9,1.01,2.48,990,
70,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
71,2,12.2,1.48,2.04,19,89,0.98,0.99,0.35,1.28,1.28,0.79,1.27,735,
72,2,11.03,1.48,2.04,19,89,2.35,2.33,0.35,1.66,4.9,0.79,3.31,278,
73,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.69,1.27,735,
74,2,11.03,1.48,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
75,2,12.2,1.48,2.04,19,89,2.35,1.58,0.13,1.28,1.28,0.79,3.31,278,
76,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,735,
77,3,12.79,1.48,2.04,19,89,1.85,0.99,0.13,1.28,4.9,0.48,1.27,278,
78,2,12.2,1.48,2.04,19,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
79,2,13.68,1.48,2.04,19,70,2.35,2.33,0.13,1.66,1.28,1.31,2.48,278,
80,3,13.68,2.46,2.04,19,89,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
81,2,12.79,0.74,1.36,18,89,1.85,1.58,0.13,0.41,3.52,1.01,2.23,470,
82,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,0.79,2.48,990,
83,3,12.2,4.1,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,1.27,470,
84,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
85,2,12.2,2.46,2.04,19,89,0.98,1.58,0.35,1.28,1.28,0.79,2.48,278,
86,2,12.2,0.74,1.36,19,70,1.85,1.58,0.13,0.41,3.52,1.01,3.31,470,
87,2,11.03,1.48,2.04,19,134,0.98,0.99,0.13,1.28,1.28,0.79,2.23,470,
88,1,12.79,1.48,2.04,18,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
89,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
90,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,0.41,7.6,0.48,1.27,735,
91,3,12.79,2.46,2.04,19,70,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
92,2,12.2,0.74,1.36,10.6,134,1.85,1.58,0.35,1.66,1.28,1.01,2.23,735,
93,2,11.03,1.48,2.04,19,70,1.85,1.58,0.35,1.28,1.28,0.79,2.48,470,
94,3,12.79,2.46,2.04,19,89,1.85,0.58,0.35,0.41,7.6,0.48,1.27,470,
95,2,12.2,2.46,1.36,10.6,70,0.98,0.99,0.35,0.41,1.28,0.69,1.27,278,
96,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,3.31,735,
97,2,11.03,1.48,1.36,10.6,89,0.98,0.99,0.13,0.41,3.52,1.01,1.27,278,
98,1,13.68,1.48,2.04,18.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
99,2,12.2,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,
100,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,470,
101,2,12.2,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
102,3,12.79,2.46,2.04,18,89,0.98,0.58,0.35,0.41,4.9,0.48,1.27,470,
103,3,13.68,2.46,2.04,19,89,0.98,0.58,0.35,0.41,9.01,0.48,1.27,470,
104,2,12.2,1.48,1.36,19,70,1.85,1.58,0.13,1.28,1.28,1.01,3.31,470,
105,1,12.79,1.48,2.04,10.6,89,2.35,2.19,0.13,1.28,3.52,1.01,2.48,990,
106,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
107,2,11.03,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,3.31,278,
108,2,11.03,1.48,2.04,19,70,2.35,2.33,0.35,1.28,1.28,0.79,2.48,278,
109,3,13.68,1.48,2.04,19,89,2.35,0.99,0.35,1.66,9.01,0.48,1.27,470,
110,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
111,3,13.68,4.1,2.04,19,89,1.85,0.58,0.35,1.28,9.01,0.48,1.27,470,
112,2,12.2,0.74,2.04,18,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
113,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,990,
114,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.23,470,
115,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
116,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,9.01,0.48,1.27,470,
117,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
118,1,12.79,1.48,2.04,18.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
119,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,1.01,2.48,990,
120,3,12.2,2.46,2.04,18,89,0.98,0.58,0.13,0.41,7.6,0.48,1.27,735,
121,1,13.68,1.48,2.04,10.6,89,1.85,2.33,0.13,1.28,4.9,1.01,2.48,990,
122,2,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,4.9,1.01,2.48,470,
123,3,12.79,0.74,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.69,1.27,470,
124,1,13.68,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,2.48,990,
125,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,0.41,4.9,1.01,3.31,990,
126,3,12.79,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,735,
127,1,12.79,2.46,2.04,18.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
128,2,12.2,0.74,1.36,10.6,134,1.85,0.99,0.13,1.66,1.28,1.01,2.48,470,
129,3,12.2,4.1,2.04,19,89,0.98,0.58,0.35,0.41,4.9,0.79,1.27,470,
130,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,3.31,990,
131,2,12.79,1.48,2.04,19,134,2.35,2.33,0.13,1.66,1.28,1.31,3.31,735,
132,1,12.79,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,735,
133,3,12.2,0.74,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.48,1.27,470,
134,2,11.03,2.46,1.36,19,70,1.85,1.58,0.35,1.66,1.28,0.79,2.48,470,
135,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,7.6,0.48,1.27,470,
136,2,12.79,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,2.48,278,
137,2,11.03,0.74,2.04,19,70,2.35,1.58,0.35,1.28,1.28,1.01,2.23,278,
138,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
139,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,990,
140,2,11.03,2.46,2.04,19,89,0.98,1.58,0.35,0.41,3.52,1.01,2.48,470,
141,2,12.2,1.48,2.04,18.6,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,
142,1,13.68,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,





1,2,11.03,1.48,2.04,19,89,1.85,2.21,0.35,1.66,1.28,0.79,2.23,278,
2,2,12.2,2.46,2.04,18,70,2.35,2.21,0.13,1.66,1.28,1.01,2.48,278,
3,2,12.2,2.46,2.04,19,89,2.35,2.33,0.35,1.66,1.28,1.01,2.48,278,
4,2,11.03,1.48,2.04,18,89,2.35,2.21,0.13,1.28,1.28,1.01,2.48,278,
5,2,12.2,1.48,2.04,19,70,2.35,2.21,0.13,0.41,1.28,0.79,2.48,278,
6,2,11.03,0.74,1.36,19,70,2.35,2.21,0.13,1.28,1.28,1.31,2.48,278,
7,2,12.2,2.46,2.04,18,70,2.35,2.33,0.35,1.66,1.28,1.31,2.48,278,
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,
9,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
10,3,12.79,4.1,2.04,19,89,1.85,0.58,0.35,0.41,3.52,0.79,1.27,470,
11,3,12.79,2.46,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.79,1.27,470,
12,2,12.2,1.48,2.04,19,70,0.98,0.99,0.35,1.28,1.28,0.79,1.27,470,
13,2,12.2,0.74,2.04,10.6,89,1.85,0.99,0.35,0.41,1.28,1.01,1.27,470,
14,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,2.23,470,
15,2,11.03,1.48,2.04,19,89,0.98,1.58,0.35,1.28,1.28,1.31,2.23,470,
16,2,11.03,0.74,2.04,18,89,1.85,2.21,0.13,1.66,1.28,0.79,2.48,470,
17,1,12.79,3.98,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,470,
18,3,12.79,1.48,2.04,19,89,2.35,0.99,0.35,1.66,9.01,0.48,1.27,470,
19,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.01,2.48,470,
20,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
21,2,11.03,0.74,1.36,19,70,1.85,1.58,0.13,1.28,1.28,0.79,3.31,470,
22,3,12.2,2.46,2.04,18,89,0.98,0.58,0.35,0.41,4.9,0.69,1.27,470,
23,2,11.03,1.48,2.04,19,89,2.35,2.33,0.13,1.66,1.28,0.79,3.31,470,
24,1,12.79,2.46,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,735,
25,3,12.2,2.46,2.04,19,89,1.85,0.58,0.35,0.41,4.9,0.48,1.27,735,
26,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,735,
27,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
28,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
29,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
30,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,990,
31,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,0.79,2.48,990,
32,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
33,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
34,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
35,1,13.68,3.98,2.04,18.6,89,2.35,2.33,0.13,0.41,4.9,0.79,3.31,990,
36,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
次数:3
recog-right:0.861111
recog-worng:0.111111
recog-cannot:0.0277778
nodenumber:70
aaaa==  55
1,2,11.03,0.74,2.04,19,89,1.85,1.58,0.35,0.41,1.28,1.31,2.23,278,
2,3,12.79,2.46,2.04,19,70,0.98,0.58,0.35,0.41,9.01,0.69,1.27,470,
3,3,12.2,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
4,2,11.03,0.74,2.04,19,70,2.35,1.58,0.35,1.28,1.28,1.01,2.23,278,
5,2,11.03,1.48,2.04,19,70,2.35,2.33,0.35,1.28,1.28,0.79,2.48,278,
6,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,
7,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,0.41,7.6,0.48,1.27,735,
8,3,12.2,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.48,1.27,470,
9,3,12.2,0.74,2.04,10.6,70,1.85,0.58,0.35,0.41,4.9,0.69,1.27,470,
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,
11,2,12.79,0.74,1.36,18,89,1.85,1.58,0.13,0.41,3.52,1.01,2.23,470,
12,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,0.41,4.9,0.79,1.27,470,
13,2,12.2,1.48,2.04,19,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
14,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
15,3,12.2,1.48,2.04,19,70,0.98,0.34,0.35,0.41,9.01,0.48,1.27,470,
16,2,11.03,1.48,2.04,19,70,0.98,0.99,0.35,1.28,3.52,1.01,2.48,278,
17,2,12.2,2.46,2.04,19,89,0.98,1.58,0.35,1.28,1.28,0.79,2.48,278,
18,2,11.03,1.48,1.36,10.6,89,0.98,0.99,0.13,0.41,3.52,1.01,1.27,278,
19,3,12.2,2.46,2.04,19,70,1.85,0.58,0.35,0.41,7.6,0.48,1.27,470,
20,2,11.03,0.74,1.36,19,70,1.85,1.58,0.13,1.28,1.28,0.79,3.31,470,
21,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
22,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,0.79,3.31,990,
23,2,12.2,2.46,2.04,18,70,2.35,2.21,0.13,1.66,1.28,1.01,2.48,278,
24,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
25,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,
26,2,12.2,1.48,2.04,19,89,0.98,0.99,0.35,1.28,1.28,0.79,1.27,735,
27,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
28,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,3.31,735,
29,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,9.01,0.48,1.27,470,
30,3,12.79,4.1,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.48,1.27,470,
31,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.01,2.48,470,
32,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
33,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.69,1.27,735,
34,2,12.2,0.74,2.04,18,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
35,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
36,2,12.79,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,2.48,278,
37,1,13.68,3.98,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
38,2,11.03,1.48,2.04,19,134,0.98,0.99,0.13,1.28,1.28,0.79,2.23,470,
39,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,0.79,2.48,990,
40,2,11.03,2.46,2.04,19,89,0.98,1.58,0.35,0.41,3.52,1.01,2.48,470,
41,2,12.2,0.74,1.36,19,89,2.35,1.58,0.35,1.66,1.28,0.79,2.48,278,
42,2,12.2,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
43,3,12.79,2.46,2.04,19,89,1.85,0.58,0.35,0.41,7.6,0.48,1.27,470,
44,3,12.79,1.48,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.48,1.27,470,
45,2,12.2,2.46,2.04,18,70,2.35,2.33,0.35,1.66,1.28,1.31,2.48,278,
46,2,11.03,2.46,1.36,19,89,2.35,2.33,0.13,1.66,1.28,0.69,2.48,470,
47,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,7.6,0.48,1.27,470,
48,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,1.01,2.48,990,
49,2,12.79,1.48,2.04,19,70,1.85,1.58,0.13,0.41,3.52,0.79,2.48,470,
50,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
51,3,12.79,0.74,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.69,1.27,470,
52,2,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,4.9,1.01,2.48,470,
53,1,12.79,2.46,2.04,18.6,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
54,1,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
55,3,12.79,2.46,2.04,19,89,0.98,0.58,0.35,1.28,4.9,0.69,1.27,735,