wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

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





1,3,13.68,4.1,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.48,1.27,278,
2,2,11.03,1.48,2.04,19,89,1.85,2.21,0.35,1.66,1.28,0.79,2.23,278,
3,2,11.03,1.48,1.36,19,70,2.35,1.58,0.35,1.28,1.28,0.79,2.23,278,
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,
5,2,12.2,0.74,2.04,19,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,
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,
7,2,11.03,0.74,1.36,19,70,2.35,2.21,0.13,1.28,1.28,1.31,2.48,278,
8,2,12.2,1.48,2.04,19,89,2.35,1.58,0.13,1.28,1.28,0.79,3.31,278,
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,
10,3,12.2,4.1,2.04,19,89,0.98,0.58,0.35,0.41,4.9,0.79,1.27,470,
11,2,12.2,0.74,2.04,10.6,89,1.85,0.99,0.35,0.41,1.28,1.01,1.27,470,
12,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,2.23,470,
13,2,11.03,1.48,2.04,19,89,0.98,1.58,0.35,1.28,1.28,1.31,2.23,470,
14,2,11.03,2.46,1.36,19,70,1.85,1.58,0.35,1.66,1.28,0.79,2.48,470,
15,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.48,470,
16,3,13.68,4.1,2.04,19,89,1.85,0.58,0.35,1.28,9.01,0.48,1.27,470,
17,2,12.2,1.48,2.04,18.6,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,
18,2,11.03,1.48,1.36,10.6,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,470,
19,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,9.01,0.48,1.27,470,
20,2,12.2,0.74,1.36,18,70,0.98,0.99,0.13,1.28,1.28,1.01,2.48,470,
21,3,12.79,2.46,2.04,18,89,0.98,0.58,0.35,1.66,9.01,0.48,1.27,470,
22,2,11.03,1.48,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
23,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.69,2.23,735,
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,
25,1,12.79,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,735,
26,2,12.2,0.74,1.36,10.6,134,1.85,1.58,0.35,1.66,1.28,1.01,2.23,735,
27,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,735,
28,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
29,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.28,4.9,1.01,2.48,990,
30,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
31,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
32,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,0.79,2.48,990,
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,
34,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
35,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
36,1,12.79,1.48,2.04,10.6,89,2.35,2.19,0.13,1.28,3.52,1.01,2.48,990,
次数:4
recog-right:0.777778
recog-worng:0.111111
recog-cannot:0.111111
nodenumber:65
aaaa==  55
1,2,13.68,1.48,2.04,19,70,2.35,2.33,0.13,1.66,1.28,1.31,2.48,278,
2,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
3,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,0.79,3.31,990,
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,
5,2,12.2,2.46,1.36,10.6,70,0.98,0.99,0.35,0.41,1.28,0.69,1.27,278,
6,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,3.52,1.01,3.31,735,
7,2,12.2,1.48,2.04,19,70,0.98,1.58,0.35,1.28,1.28,0.79,2.23,470,
8,2,11.03,1.48,2.04,19,70,2.35,1.58,0.35,1.66,1.28,1.31,2.48,278,
9,3,13.68,1.48,2.04,19,89,2.35,0.99,0.35,1.66,9.01,0.48,1.27,470,
10,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,8.7,1.01,2.48,990,
11,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,3.52,1.01,3.31,735,
12,2,11.03,0.74,2.04,19,70,2.35,2.21,0.35,0.41,1.28,0.79,2.48,278,
13,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
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,
15,3,12.79,0.74,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.69,1.27,470,
16,2,12.2,0.74,1.36,10.6,134,1.85,0.99,0.13,1.66,1.28,1.01,2.48,470,
17,2,12.2,0.74,2.04,18,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
18,1,12.79,1.48,2.04,10.6,89,2.35,2.19,0.13,1.28,3.52,1.01,2.48,990,
19,3,13.68,4.1,2.04,19,89,1.85,0.58,0.35,1.28,9.01,0.48,1.27,470,
20,3,12.2,2.46,2.04,18,89,0.98,0.58,0.35,0.41,4.9,0.69,1.27,470,
21,3,12.2,1.48,2.04,19,70,0.98,0.34,0.35,0.41,9.01,0.48,1.27,470,
22,3,12.2,0.74,2.04,19,89,0.98,0.58,0.35,1.28,7.6,0.48,1.27,470,
23,3,12.2,2.46,2.04,19,89,1.85,0.58,0.35,0.41,4.9,0.48,1.27,735,
24,2,11.03,1.48,2.04,19,89,2.35,2.33,0.13,1.66,1.28,0.79,3.31,470,
25,2,11.03,1.48,2.04,19,89,0.98,1.58,0.35,1.28,1.28,1.31,2.23,470,
26,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,1.28,3.52,0.48,1.27,735,
27,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,4.9,1.01,2.48,990,
28,2,12.2,4.1,2.04,19,89,1.85,1.58,0.35,1.66,1.28,0.79,2.48,278,
29,2,11.03,2.46,1.36,19,89,2.35,2.33,0.13,1.66,1.28,0.69,2.48,470,
30,3,12.2,2.46,2.04,19,89,0.98,0.34,0.35,0.41,4.9,0.48,1.27,470,
31,2,11.03,4.1,2.04,19,70,2.35,2.33,0.13,1.66,1.28,0.69,3.31,278,
32,3,12.2,4.1,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,1.27,470,
33,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
34,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
35,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
36,3,12.2,0.74,2.04,10.6,70,1.85,0.58,0.35,0.41,4.9,0.69,1.27,470,
37,2,11.03,2.46,2.04,18,89,0.98,0.99,0.35,0.41,1.28,0.79,2.48,470,
38,2,12.79,0.74,2.04,10.6,89,2.35,0.99,0.35,0.41,1.28,1.01,1.27,735,
39,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
40,1,13.68,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,990,
41,1,13.68,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
42,1,13.68,1.48,2.04,19,89,2.35,2.33,0.35,1.28,4.9,1.01,2.48,990,
43,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
44,2,12.2,1.48,2.04,19,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,
45,2,11.03,0.74,2.04,19,70,1.85,1.58,0.35,1.28,1.28,1.31,2.48,470,
46,3,12.79,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,735,
47,2,12.2,1.48,2.04,19,89,1.85,1.58,0.13,1.28,1.28,1.01,2.48,278,
48,2,11.03,1.48,2.04,19,70,0.98,0.99,0.35,1.28,3.52,1.01,2.48,278,
49,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,3.31,735,
50,3,13.68,4.1,2.04,19,89,0.98,0.58,0.35,1.28,9.01,0.48,1.27,470,
51,1,12.79,1.48,2.04,10.6,89,2.35,2.33,0.13,1.28,4.9,1.01,2.48,990,
52,1,12.79,1.48,2.04,18,89,2.35,2.33,0.13,1.28,3.52,1.01,2.48,990,
53,2,12.2,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,
54,3,12.79,2.46,2.04,19,89,0.98,0.99,0.13,0.41,4.9,0.69,1.27,470,
55,3,12.79,2.46,2.04,19,70,0.98,0.34,0.35,0.41,4.9,0.79,1.27,470,
56,3,12.79,4.1,2.04,19,89,1.85,0.58,0.35,0.41,3.52,0.79,1.27,470,
57,2,12.2,0.74,2.04,19,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,
58,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,
59,1,12.79,1.48,2.04,19,89,2.35,2.33,0.13,1.66,4.9,1.01,2.48,990,
60,2,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,4.9,1.01,2.48,470,
61,2,12.2,1.48,2.04,18.6,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,
62,2,12.2,2.46,2.04,18,70,2.35,2.21,0.13,1.66,1.28,1.01,2.48,278,
63,1,13.68,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,4.9,0.79,3.31,735,
64,3,12.79,2.46,2.04,19,89,0.98,0.34,0.35,0.41,3.52,0.69,2.23,470,
65,1,12.