glass扩大级别.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

144,1,1.51769,10.73,3.42,0.29,72.78,0.48,8.61,0,0,
145,1,1.52223,13.79,3.42,0.29,71.35,0,8.83,0,0,
146,6,1.51898,13.79,0,0.29,73.44,0,10.09,0,0,
147,2,1.518,10.73,3.42,1.4,72.14,0.48,8.22,0,0.12,
148,2,1.518,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
149,3,1.51898,10.73,3.42,0.29,72.14,0.02,8.83,0,0.12,
150,2,1.5202,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
151,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.07,0,0,
152,7,1.51115,13.79,0,2.22,73.44,0,8.22,0.4,0,
153,1,1.51898,10.73,3.42,1.27,71.35,0.48,8.83,0,0,
154,7,1.52223,13.79,0,1.94,69.81,0.76,8.83,0,0,
155,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
156,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.03,0,0,
157,2,1.5241,13.79,2.68,0.29,69.81,0.02,10.09,0,0,
158,1,1.51747,13.79,3.42,1.27,72.14,0.48,7.08,0,0,
159,2,1.5159,10.73,2.68,1.4,72.78,0.48,8.22,0,0,
160,7,1.5159,13.79,0,1.94,72.78,0,8.22,0.76,0,
161,3,1.5202,13.79,3.42,0.29,71.35,0,8.83,0,0,
162,1,1.52667,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
163,2,1.5159,10.73,3.42,1.4,72.14,0.32,8.18,0,0,
164,2,1.52725,10.73,0,2.08,69.81,0.48,13.24,2.2,0.12,
165,3,1.5159,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
166,5,1.51898,10.73,0,1.4,72.78,0.32,10.09,0,0,
167,2,1.518,10.73,3.42,0.29,72.14,0.48,8.1,0,0,
168,2,1.5159,13.79,3.42,0.29,72.78,0.32,7.86,0,0.12,
169,1,1.51898,10.73,2.68,1.27,72.14,0.48,8.83,0,0,
170,6,1.518,13.79,0,1.4,72.14,0,8.83,0,0,
171,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0.12,





1,6,1.51115,13.79,0,0.29,73.44,0,5.43,0,0,
2,2,1.5159,10.73,3.42,1.79,71.35,0.48,7.86,0,0,
3,2,1.5159,10.73,3.42,2.08,72.14,0.48,7.86,0,0,
4,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
5,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.03,0,0,
6,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.1,0,0,
7,1,1.51898,13.79,3.42,1.27,71.35,0.48,8.22,0,0,
8,1,1.51711,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
9,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
10,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
11,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
12,1,1.51747,10.73,3.42,1.4,72.78,0.48,8.22,0,0,
13,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
14,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
15,3,1.5159,10.73,2.68,0.29,72.14,0.48,8.22,0,0,
16,3,1.5159,10.73,2.68,0.29,72.78,0.48,8.22,0,0,
17,2,1.518,10.73,3.42,1.27,72.14,0.48,8.22,0,0,
18,2,1.518,10.73,3.42,1.4,72.14,0.48,8.22,0,0,
19,1,1.51769,10.73,3.42,0.29,72.78,0.48,8.61,0,0,
20,1,1.51769,10.73,3.42,1.27,72.78,0.48,8.61,0,0,
21,2,1.518,10.73,2.68,1.4,72.78,0.48,8.79,0,0,
22,1,1.51898,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
23,1,1.518,10.73,2.68,0.29,72.78,0.48,8.83,0,0,
24,2,1.51711,10.73,2.68,1.4,72.78,0.48,8.83,0,0,
25,1,1.5202,10.73,3.42,0.29,71.35,0.02,8.83,0,0,
26,2,1.5202,10.73,0,1.27,72.14,0.32,10.09,0,0,
27,2,1.52725,13.79,2.68,0.29,69.81,0.02,10.09,0,0,
28,2,1.5241,10.73,0,0.29,72.78,0,13.24,0,0,
29,7,1.5159,13.79,0,2.22,72.78,0,8.83,0.4,0,
30,7,1.5159,13.79,0,2.22,72.78,0,8.61,0.4,0,
31,7,1.5159,13.79,0,2.22,73.44,0.02,8.83,0.4,0,
32,7,1.51711,13.79,0,1.94,72.78,0,8.22,0.76,0,
33,7,1.518,13.79,2.68,2.22,69.81,0.76,5.43,0.76,0,
34,7,1.5159,13.79,0,1.94,72.78,0,8.22,0.76,0,
35,2,1.518,10.73,3.42,1.4,71.35,0.48,8.18,0,0.12,
36,1,1.51115,10.73,3.42,0.29,72.78,0.48,8.22,0,0.12,
37,2,1.51711,10.73,2.68,0.29,73.44,0.48,8.83,0,0.12,
38,2,1.5159,10.73,2.68,0.29,72.78,0.48,8.79,0,0.12,
39,2,1.5159,10.73,2.68,1.4,72.78,0.48,8.79,0,0.12,
40,2,1.518,10.73,3.42,0.29,72.14,0.48,8.83,0,0.12,
41,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.03,0,0.12,
42,2,1.51769,10.73,3.42,1.27,72.14,0.48,8.22,0,0.12,
43,5,1.5202,10.73,0,1.4,72.78,0.02,10.09,0,0.12,
次数:3
recog-right:0.581395
recog-worng:0.209302
recog-cannot:0.209302
nodenumber:130
aaaa==  53
1,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.1,0,0,
2,2,1.5202,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
3,1,1.51769,10.73,3.42,1.4,72.14,0.48,8.22,0,0,
4,7,1.51115,10.73,2.68,1.79,72.78,0.76,5.43,0.76,0,
5,7,1.5159,13.79,0,1.94,72.78,0,8.22,0.76,0,
6,1,1.518,10.73,2.68,1.27,72.78,0.48,8.83,0,0,
7,2,1.5159,10.73,3.42,1.87,72.78,0.48,7.86,0,0,
8,1,1.51747,13.79,3.42,1.27,72.14,0.48,7.08,0,0,
9,6,1.51115,13.79,0,0.29,73.44,0,5.43,0,0,
10,7,1.51115,13.79,0,2.22,72.78,0.02,8.83,0.4,0,
11,1,1.51769,10.73,3.42,0.29,72.78,0.48,8.61,0,0,
12,2,1.518,10.73,3.42,0.29,72.14,0.48,8.83,0,0.12,
13,2,1.518,10.73,3.42,1.4,72.14,0.48,8.22,0,0,
14,2,1.51567,10.73,2.68,1.4,72.78,0.02,8.22,0,0.12,
15,1,1.51898,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
16,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
17,2,1.5159,10.73,3.42,1.87,72.78,0.48,8.07,0,0,
18,1,1.51898,10.73,2.68,0.29,71.35,0.48,8.83,0,0,
19,7,1.5159,10.73,0,0.29,73.44,0.76,8.83,0,0,
20,2,1.5159,10.73,2.68,1.4,72.78,0.48,8.22,0,0,
21,1,1.51769,10.73,3.42,0.29,72.78,0.48,8.61,0,0,
22,6,1.518,13.79,0,1.4,72.14,0,8.83,0,0,
23,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
24,3,1.52211,13.79,3.42,0.29,71.35,0.02,8.83,0,0.12,
25,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
26,2,1.518,10.73,3.42,1.27,72.14,0.48,8.22,0,0,
27,7,1.5159,13.79,0,2.22,72.78,0.02,8.83,0.4,0,
28,7,1.51115,13.79,0,2.22,73.44,0,8.22,0.4,0,
29,2,1.5159,10.73,3.42,1.79,71.35,0.48,7.86,0,0,
30,3,1.5159,10.73,3.42,1.27,72.14,0.48,8.22,0,0,
31,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.61,0,0.12,
32,3,1.5159,10.73,3.42,1.27,72.14,0.48,8.79,0,0,
33,6,1.51898,13.79,0,1.4,72.14,0,8.83,0,0,
34,1,1.51769,10.73,2.68,1.27,72.78,0.48,8.83,0,0,
35,1,1.518,10.73,2.68,0.29,72.78,0.48,8.83,0,0,
36,1,1.51747,10.73,3.42,1.4,72.14,0.48,8.22,0,0.12,
37,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
38,2,1.5159,10.73,2.68,0.29,72.78,0.48,8.79,0,0.12,
39,2,1.51711,10.73,3.42,1.4,72.78,0.48,8.1,0,0,
40,3,1.5159,10.73,2.68,0.29,72.78,0.48,8.22,0,0,
41,1,1.52223,10.73,3.42,0.29,71.35,0.02,8.83,0,0,
42,1,1.51711,10.73,3.42,0.29,72.78,0.48,8.07,0,0,
43,2,1.518,10.73,3.42,0.29,72.78,0.48,8.22,0,0.12,
44,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
45,7,1.51711,13.79,0,1.94,72.78,0,8.22,0.76,0,
46,1,1.51567,10.73,3.42,1.4,72.78,0.48,8.07,0,0.12,
47,7,1.52223,10.73,2.68,0.29,72.14,0.48,8.83,0,0,
48,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
49,7,1.52223,13.79,0,1.27,69.81,0.02,8.61,0.76,0,
50,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
51,1,1.5202,10.73,3.42,0.29,72.14,0.02,8.83,0,0.12,
52,7,1.5159,13.79,0,1.87,72.78,0,8.61,0.76,0,
53,2,1.518,10.73,3.42,1.4,72.14,0.48,8.22,0,0.12,
54,3,1.5202,13.79,3.42,0.29,71.35,0,8.83,0,0,
55,1,1.5202,10.73,3.42,0.29,71.35,0.02,8.83,0,0,
56,2,1.52725,13.79,2.68,0.29,69.81,0.02,10.09,0,0,
57,2,1.5159,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
58,7,1.5159,13.79,0,1.94,73.44,0,8.22,0.76,0,
59,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.03,0,0,
60,2,1.518,10.73,2.68,1.4,72.78,0.48,8.79,0,0,
61,6,1.51898,13.79,0,0.29,73.44,0,10.09,0,0,
62,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.03,0,0,
63,1,1.52223,10.73,3.42,0.29,71.35,0.02,10.09,0,0,
64,1,1.51711,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
65,1,1.51747,10.73,3.42,1.27,72.14,0.48,8.22,0,0,
66,3,1.5159,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
67,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
68,1,1.51711,10.73,3.42,0.29,72.78,0.48,8.17,0,0,
69,2,1.5159,10.73,3.42,0.29,72.78,0.48,8.1,0,0,
70,2,1.518,10.73,3.42,1.27,71.35,0.48,8.22,0,0.12,
71,1,1.5202,10.73,3.42,0.29,72.14,0.02,8.83,0,0.12,
72,1,1.51898,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
73,1,1.52196,10.73,3.42,0.29,71.35,0.02,8.83,0,0,
74,6,1.51898,13.79,0,0.29,72.14,0,8.83,0,0,
75,1,1.51747,10.73,3.42,1.4,72.78,0.48,8.22,0,0,
76,5,1.5202,10.73,0,1.4,72.14,0.32,10.09,0,0,
77,5,1.51898,10.73,0,1.83,72.14,0.48,10.09,0,0,
78,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
79,1,1.52213,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
80,7,1.5159,13.79,0,1.94,72.78,0,8.22,0.76,0,
81,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.61,0,0,
82,2,1.518,10.73,3.42,1.4,71.35,0.48,8.18,0,0.12,
83,7,1.5159,13.79,0,2.22,72.78,0,8.61,0.4,0,
84,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.03,0,0,
85,5,1.51115,13.79,2.68,3.02,69.81,0.76,5.43,2.2,0,
86,2,1.5159,10.73,3.42,1.4,72.14,0.48,7.86,0,0,
87,2,1.52725,10.73,0,2.08,69.81,0.48,13.24,2.2,0.12,
88,2,1.5159,10.73,3.42,1.4,72.14,0.48,7.86,0,0,
89,1,1.52667,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
90,6,1.51898,13.79,0,2.08,72.14,0,10.09,0,0,
91,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.08,0,0,
92,2,1.52725,10.73,0,0.29,71.35,0.02,13.24,0,0,
93,5,1.51115,10.73,0,3.02,69.81,0.76,5.43,0,0,
94,2,1.518,10.73,2.68,0.29,73.44,0.32,8.83,0,0.12,
95,1,1.5159,10.73,3.42,1.4,72.78,0.32,7.08,0,0,
96,2,1.51769,10.73,3.42,1.27,72.14,0.48,8.22,0,0.12,
97,2,1.5202,10.73,0,1.27,72.14,0.32,10.09,0,0,
98,6,1.51115,13.79,0,1.4,73.44,0,7.08,0,0,
99,5,1.5202,10.73,0,1.4,73.44,0.48,10.09,0,0,
100,1,1.51898,13.79,3.42,1.27,71.35,0.48,8.61,0,0,
101,6,1.518,13.79,0,1.4,72.14,0,8.83,0,0,
102,7,1.5202,13.79,0,1.94,72.78,0,8.22,0.76,0,
103,2,1.518,10.73,3.42,0.29,72.14,0.48,8.61,0,0.12,
104,7,1.5159,13.79,0,1.79,72.78,0,8.61,0.76,0,
105,1,1.51769,10.73,3.42,1.27,72.78,0.48,8.61,0,0,
106,2,1.518,10.73,3.42,0.29,72.78,0.48,8.1,0,0,
107,2,1.518,10.73,3.42,0.29,72.14,0.48,8.1,0,0,
108,3,1.51769,10.73,2.68,1.4,71.35,0.48,8.79,0,0,
109,7,1.518,13.79,0,1.79,72.78,0.76,5.43,2.2,0,
110,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.07,0,0,
111,1,1.51769,10.73,3.42,1.27,72.78,0.48,8.61,0,0,
112,2,1.5159,10.73,2.68,1.4,72.78,0.48,8.22,0,0,
113,7,1.51115,13.79,0,2.22,73.44,0,8.22,0.4,0,
114,1,1.51898,13.79,3.42,1.27,71.35,0.02,8.61,0.69,0,
115,3,1.51769,10.73,3.42,0.29,72.14,0.02,8.22,0,0,
116,1,1.51898,10.73,3.42,1.27,71.35,0.48,8.83,0,0,
117,1,1.51115,10.73,3.42,0.29,72.78,0.48,8.22,0,0.12,
118,1,1.51769,10.73,2.68,1.27,72.14,0.48,8.22,0,0,
119,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.03,0,0.12,
120,3,1.51769,10.73,2.68,1.4,71.35,0.48,8.79,0,0,
121,7,1.51711,13.79,0,2.22,72.78,0,8.83,0.4,0,
122,2,1.52222,13.79,0,0.29,72.14,0.02,10.09,0,0,
123,5,1.5202,10.73,0,2.08,72.14,0.76,8.83,0,0.12,
124,2,1.5159,10.73,3.42,1.4,72.14,0.48,8.03,0,0,
125,1,1.51769,10.73,3.42,0.29,72.78,0.48,8.22,0,0.12,
126,2,1.5202,10.73,0,1.4,72.14,0.48,8.83,0,0.12,
127,2,1.52725,10.73,0,0.29,69.81,0.02,13.24,0,0.12,
128,1,1.5202,10.73,3.42,0.29,71.35,0.02,8.61,0,0,
129,1,1.5202,10.73,3.42,0.29,72.14,0.02,8.83,0,0.12,
130,2,1.51567,13.79,3.42,1.4,71.35,0.02,7.08,0,0.12,
131,2,1.518,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
132,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
133,1,1.51898,10.73,2.68,1.27,72.14,0.48,8.83,0,0,
134,2,1.5241,13.79,2.68,0.29,69.81,0.02,10.09,0,0,
135,1,1.52213,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
136,5,1.52369,10.73,0,1.4,72.14,0.32,10.09,0,0,
137,2,1.5159,13.79,3.42,0.29,72.78,0.32,7.86,0,0.12,
138,1,1.52223,13.79,3.42,0.29,71.35,0,8.83,0,0,
139,5,1.5202,10.73,0,1.4,72.78,0.02,10.09,0,0.12,
140,7,1.5159,13.79,0,2.22,72.78,0,8.83,0.4,0,
141,7,1.5159,13.79,0,1.94,72.78,0,8.22,0.76,0,
142,2,1.518,10.73,0,0.29,73.44,0,10.09,0,0,
143,1,1.518,10.73,2.68,0.29,72.14,0.48,8.83,0,0.12,
144,1,1.51769,10.73,2.68,1.27,73.44,0.48,8.83,0,0.12,
145,7,1.52223,13.79,0,1.94,69.81,0.76,8.83,0,0,
146,2,1.5241,10.73,0,1.87,72.14,0.76,13.24,0,0.12,
147,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0.12,
148,3,1.5159,10.73,2.68,0.29,72.14,0.48,8.22,0,0,
149,7,1.51711,13.79,0,1.79,72.78,0,8.61,0.76,0,
150,3,1.5159,10.73,3.42,1.4,72.14,0.48,8.22,0,0.12,
151,1,1.518,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
152,1,1.51769,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
153,1,1.51567,10.73,3.42,0.29,72.14,0.48,8.22,0,0,
154,1,1.51747,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
155,1,1.52196,13.79,3.42,0.29,71.35,0.02,8.83,0,0,
156,2,1.51115,13.79,2.68,2.08,72.14,0.76,7.08,0,0,
157,7,1.5159,13.79,0,2.22,72.78,0,8.61,0.4,0,
158,5,1.51898,10.73,0,1.4,72.78,0.32,10.09,0,0,
159,1,1.51711,10.73,3.42,1.4,72.14,0.48,8.22,0,0,
160,2,1.5241,10.73,0,0.29,72.78,0,13.24,0,0,
161,7,1.5159,13.79,0,2.22,73.44,0.02,8.83,0.4,0,
162,2,1.51711,10.73,2.68,1.4,72.78,0.48,8.83,0,0,
163,7,1.51711,13.79,0,2.08,72.78,0,8.61,0.76,0,
164,5,1.5202,10.73,0,1.4,72.78,0.32,10.09,0,0,
165,3,1.51769,10.73,3.42,0.29,72.78,0.02,8.83,0,0,
166,7,1.51115,13.79,0,2.22,72.78,0.02,8.83,0.76,0,
167,1,1.51747,10.73,3.42,1.27,72.78,0.48,8.22,0,0,
168,2,1.518,10.73,3.42,1.4,72.14,0.48,8.22,0,0,
169,2,1.5159,10.73,3.42,1.4,72.14,0.32,8.18,0,0,
170,5,1.5159,10.73,0,1.83,73.44,0.76,10.09,0,0,
171,1,1.51567,10.73,3.42,1.4,72.78,0.48,8.03,0,0.12,





1,5,1.51115,10.73,0,3.02,69.81,0.76,5.43,0,0,
2,2,1.5159,10.73,3.42,2.08,72.14,0.48,7.86,0,0,
3,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
4,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
5,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
6,2,1.5159,10.73,3.42,1.4,72.78,0.48,7.86,0,0,
7,2,1.51567,10.73,3.42,1.4,72.78,0.32,8.03,0,0,
8,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.1,0,0,
9,2,1.5159,10.73,3.42,1.4,72.78,0.48,8.1,0,0,
10,2,1.5159,10.73,3.42,1.79,72.14,0.48,8.18,0,0,
11,2,1.5159,10.73,2.68,1.4,72.78,0.32,8.22,0,0,
12,2,1.5159,10.73,3.42,1.4,72.78,0.32,8.22,0,0,
13,1,1.51898,13.79,3.42,1.27,71.35,0.48,8.22,0,0,
14,1,1.51711,10.73,3.42,0.29,72.78,0.48,8.22,0,0,
15,2,1.518,10.73,3.42,1.27,72.14,0.48,8.22,0,0,