wine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

45,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,1,
46,12.79,2.46,2.04,18,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,1,
47,12.79,2.46,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
48,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,1,
49,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
50,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,7.6,1.01,2.48,990,1,
51,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
52,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
53,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
54,12.79,1.57,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,1.01,2.48,990,1,
55,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.24,3.52,0.79,2.48,990,1,
56,12.79,1.57,2.04,18,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,1,
57,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,720,1,
58,12.79,1.57,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,1.01,2.48,990,1,
59,12.79,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.48,990,1,
60,11.03,0.74,1.36,10.6,70,1.85,0.34,0.13,0.41,1.28,1.01,1.27,470,2,
61,11.03,0.74,2.04,10.6,89,1.85,0.99,0.35,0.41,1.28,1.01,1.27,470,2,
62,11.03,0.74,1.36,10.6,89,1.85,0.99,0.35,0.41,3.52,0.79,1.27,278,2,
63,12.79,0.74,1.36,18,89,1.85,1.58,0.13,0.41,3.52,1.01,2.23,470,2,
64,11.03,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,278,2,
65,11.03,0.74,2.04,18,89,1.85,1.58,0.35,0.41,1.28,1.01,2.23,278,2,
66,11.03,0.74,2.04,18,89,2.35,2.33,0.35,1.66,3.52,1.01,2.23,470,2,
67,12.79,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,2,
68,11.03,0.74,1.36,18,70,1.85,1.58,0.13,0.41,3.52,1.01,2.48,470,2,
69,12.79,0.74,2.04,10.6,89,2.35,0.99,0.35,0.41,1.28,1.01,1.27,720,2,
70,11.03,0.74,1.36,10.6,134,1.85,0.99,0.13,1.66,1.28,1.01,2.48,470,2,
71,11.03,1.57,2.04,18,89,0.98,0.99,0.35,1.24,1.28,0.79,1.27,720,2,
72,12.79,0.74,2.04,18,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,2,
73,12.79,1.57,2.04,18,70,1.85,1.58,0.13,0.41,3.52,0.79,2.48,470,2,
74,12.79,1.57,2.04,18,134,2.35,2.33,0.13,1.66,1.28,1.01,2.48,720,2,
75,11.03,0.74,2.04,18,89,2.35,1.58,0.13,1.24,1.28,0.79,2.48,720,2,
76,11.03,1.57,1.36,10.6,89,0.98,0.99,0.13,0.41,3.52,1.01,1.27,278,2,
77,12.79,0.74,1.36,10.6,70,1.85,1.58,0.13,1.24,3.52,1.01,2.48,278,2,
78,11.03,2.46,2.04,18,89,0.98,0.99,0.35,0.41,1.28,0.79,2.48,470,2,
79,11.03,0.74,1.36,10.6,134,1.85,1.58,0.35,1.66,1.28,1.01,2.23,720,2,
80,11.03,2.46,2.04,18,89,2.35,2.33,0.35,1.66,1.28,1.01,2.48,278,2,
81,11.03,0.74,1.36,18,70,2.35,1.58,0.13,1.24,1.28,1.01,2.48,278,2,
82,11.03,1.57,2.04,18,70,1.85,2.33,0.13,1.66,3.52,1.01,2.48,470,2,
83,11.03,0.74,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,2,
84,12.79,2.46,2.04,18,70,0.98,1.58,0.35,1.24,3.52,0.79,1.27,470,2,
85,11.03,0.74,2.04,18,89,1.85,1.58,0.13,1.66,1.28,0.79,2.48,470,2,
86,11.03,0.74,2.04,18,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,278,2,
87,11.03,1.57,2.04,18,89,0.98,1.58,0.35,1.24,1.28,1.01,2.23,470,2,
88,11.03,1.57,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,2,
89,11.03,1.57,2.04,18,70,1.85,1.58,0.35,1.24,1.28,0.79,2.48,470,2,
90,11.03,0.74,2.04,18,70,1.85,1.58,0.35,1.24,1.28,1.01,2.48,470,2,
91,11.03,1.57,2.04,18,70,0.98,0.99,0.35,1.24,1.28,1.01,2.23,470,2,
92,11.03,0.74,2.04,18,70,0.98,0.99,0.35,1.24,3.52,1.01,2.48,278,2,
93,11.03,0.74,2.04,18,70,0.98,0.99,0.35,1.24,1.28,0.79,1.27,470,2,
94,11.03,2.46,2.04,18,70,2.35,1.58,0.13,1.66,1.28,1.01,2.48,278,2,
95,11.03,1.57,2.04,18,89,2.35,1.58,0.13,1.24,1.28,1.01,2.48,278,2,
96,11.03,0.74,2.04,18,134,2.35,1.58,0.13,1.66,1.28,1.01,2.48,720,2,
97,11.03,1.57,2.04,18,134,0.98,0.99,0.13,1.24,1.28,0.79,2.23,470,2,
98,11.03,0.74,1.36,10.6,70,2.35,2.33,0.13,1.66,1.28,1.01,2.48,278,2,
99,11.03,0.74,2.04,18,70,2.35,2.33,0.13,1.66,3.52,1.01,2.48,470,2,
100,11.03,2.46,2.04,18,70,2.35,2.33,0.35,1.66,1.28,1.01,2.48,278,2,
101,11.03,1.57,1.36,10.6,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,470,2,
102,11.03,0.74,1.36,18,70,0.98,0.99,0.13,1.24,1.28,1.01,2.48,470,2,
103,11.03,1.57,2.04,18,89,2.35,1.58,0.13,1.24,1.28,0.79,2.48,278,2,
104,11.03,1.57,1.36,18,70,2.35,1.58,0.35,1.24,1.28,0.79,2.23,278,2,
105,11.03,1.57,1.36,18,70,1.85,1.58,0.13,1.24,1.28,1.01,2.48,470,2,
106,11.03,2.46,2.04,18,89,0.98,1.58,0.35,1.24,1.28,0.79,2.48,278,2,
107,11.03,1.57,2.04,18,70,0.98,1.58,0.35,1.24,1.28,0.79,2.48,470,2,
108,11.03,1.57,2.04,18,70,0.98,1.58,0.35,1.24,1.28,0.79,2.23,470,2,
109,11.03,0.74,1.36,18,89,2.35,1.58,0.35,1.66,1.28,0.79,2.48,278,2,
110,11.03,0.74,2.04,18,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,2,
111,11.03,2.46,1.36,18,89,2.35,2.33,0.13,1.66,1.28,0.48,2.48,470,2,
112,11.03,1.57,2.04,18,70,2.35,1.58,0.13,0.41,1.28,0.79,2.48,278,2,
113,11.03,2.46,2.04,18,89,0.98,1.58,0.35,0.41,3.52,1.01,2.48,470,2,
114,11.03,0.74,2.04,18,70,2.35,1.58,0.35,1.24,1.28,1.01,2.23,278,2,
115,11.03,0.74,2.04,18,70,2.35,1.58,0.35,0.41,1.28,0.79,2.48,278,2,
116,11.03,0.74,2.04,18,70,2.35,1.58,0.35,1.66,1.28,1.01,2.48,278,2,
117,11.03,0.74,1.36,18,70,1.85,1.58,0.13,1.24,1.28,0.79,2.48,470,2,
118,11.03,1.57,2.04,18,89,1.85,1.58,0.13,1.24,1.28,1.01,2.48,278,2,
119,11.03,2.46,1.36,10.6,70,0.98,0.99,0.35,0.41,1.28,0.48,1.27,278,2,
120,11.03,2.46,1.36,18,70,1.85,1.58,0.35,1.66,1.28,0.79,2.48,470,2,
121,11.03,1.57,2.04,18,89,2.35,2.33,0.13,1.66,1.28,0.79,2.48,470,2,
122,11.03,1.57,2.04,18,89,2.35,2.33,0.35,1.66,3.52,0.79,2.48,278,2,
123,11.03,2.46,2.04,18,89,1.85,1.58,0.35,1.66,1.28,0.79,2.48,278,2,
124,12.79,2.46,2.04,18,70,2.35,2.33,0.13,1.66,1.28,0.48,2.48,278,2,
125,11.03,2.46,2.04,18,70,2.35,2.33,0.13,1.66,1.28,0.48,2.48,278,2,
126,11.03,1.57,2.04,18,70,2.35,2.33,0.35,1.24,1.28,0.79,2.48,278,2,
127,11.03,0.74,2.04,18,70,2.35,2.33,0.35,1.66,3.52,0.48,2.48,278,2,
128,11.03,1.57,2.04,18,89,1.85,1.58,0.35,1.66,1.28,0.79,2.23,278,2,
129,11.03,1.57,2.04,18,70,1.85,2.33,0.35,1.66,1.28,0.79,2.48,278,2,
130,11.03,2.46,2.04,18,70,1.85,1.58,0.35,1.24,1.28,0.79,2.48,470,2,
131,12.79,0.74,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.48,1.27,470,3,
132,12.79,2.46,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.48,1.27,470,3,
133,12.79,1.57,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.48,1.27,470,3,
134,11.03,2.46,2.04,18,89,0.98,0.99,0.13,0.41,3.52,0.48,1.27,470,3,
135,11.03,0.74,2.04,10.6,70,1.85,0.34,0.35,1.24,3.52,0.48,1.27,470,3,
136,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,3,
137,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,720,3,
138,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
139,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
140,12.79,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
141,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,2.23,470,3,
142,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,2.23,720,3,
143,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
144,12.79,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
145,11.03,2.46,2.04,18,89,0.98,0.34,0.13,0.41,7.6,0.48,1.27,720,3,
146,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,3.52,0.48,1.27,720,3,
147,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.48,1.27,278,3,
148,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,3,
149,12.79,2.46,2.04,18,89,1.85,0.34,0.35,1.24,7.6,0.48,1.27,470,3,
150,12.79,2.46,2.04,18,89,0.98,0.99,0.13,0.41,7.6,0.48,1.27,470,3,
151,12.79,2.46,2.04,18,89,0.98,0.99,0.13,1.24,7.6,0.48,1.27,470,3,
152,12.79,2.46,2.04,18,89,0.98,0.99,0.13,1.24,7.6,0.48,1.27,470,3,
153,12.79,1.57,2.04,18,89,1.85,0.99,0.13,1.24,3.52,0.48,1.27,278,3,
154,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.66,7.6,0.48,1.27,470,3,
155,11.03,0.74,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,3,
156,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,3,
157,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,3,
158,11.03,2.46,2.04,18,89,1.85,0.34,0.35,0.41,3.52,0.48,1.27,720,3,
159,12.79,1.57,2.04,18,89,2.35,0.99,0.35,1.66,7.6,0.48,1.27,470,3,
160,12.79,1.57,2.04,18,89,2.35,0.99,0.35,1.66,7.6,0.48,1.27,470,3,
161,11.03,2.46,2.04,18,70,1.85,0.34,0.35,0.41,7.6,0.48,1.27,470,3,
162,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
163,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.79,1.27,470,3,
164,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,3,
165,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,3,
166,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,3,
167,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.79,1.27,470,3,
168,12.79,2.46,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,3,
169,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,3,
170,12.79,2.46,2.04,18,89,1.85,0.34,0.13,0.41,7.6,0.48,1.27,470,3,
171,11.03,2.46,2.04,18,89,0.98,0.34,0.35,0.41,3.52,0.48,1.27,470,3,
172,11.03,1.57,2.04,18,70,0.98,0.34,0.35,0.41,7.6,0.48,1.27,470,3,
173,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,470,3,
174,12.79,2.46,2.04,18,89,0.98,0.34,0.35,0.41,7.6,0.48,1.27,720,3,
175,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,3.52,0.48,1.27,720,3,
176,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,3,
177,12.79,2.46,2.04,18,89,0.98,0.34,0.35,1.24,7.6,0.48,1.27,720,3,
178,12.79,2.46,2.04,18,89,1.85,0.34,0.35,1.24,7.6,0.48,1.27,470,3,
不一致率为：0
共：134

xa2-(1/v)*x2
单个属性离散化后断点个数为：
2
3
2
2
2
2
8
2
2
3
3
2
3
1,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
2,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,0.41,3.52,0.79,2.12,990,1,
3,13.05,1.48,2.04,18,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
4,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
5,13.05,2.46,2.04,18,89,2.35,2.33,0.35,1.66,3.52,0.79,2.12,735,1,
6,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
7,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
8,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,0.41,3.52,0.79,2.12,990,1,
9,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
10,13.05,0.74,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
11,13.05,1.48,2.04,18,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
12,13.05,1.48,2.04,10.6,89,0.98,2.33,0.13,0.41,3.52,0.79,2.12,990,1,
13,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
14,13.05,1.48,2.04,10.6,89,2.35,2.33,0.35,1.66,3.52,0.79,2.12,990,1,
15,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
16,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,0.41,3.52,0.79,2.12,990,1,
17,13.05,1.48,2.04,18,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
18,13.05,1.48,2.04,18,89,2.35,2.33,0.35,1.66,3.52,0.79,2.12,990,1,
19,13.05,1.48,2.04,10.6,89,2.35,2.33,0.13,1.66,3.52,0.79,2.12,990,1,
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