glass.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

aaaa==  60
1,1,1.518,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
2,2,1.518,12.89,3.42,1.4,69.81,0.48,8.17,0,0,
3,7,1.52196,12.89,0,0.29,69.81,0.48,8.61,0,0,
4,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
5,1,1.518,12.89,0,0.29,72.61,0.48,8.61,0,0,
6,2,1.518,12.89,0,1.4,72.61,0.48,8.61,0,0,
7,7,1.5159,14,0,1.4,72.61,0.02,8.61,0,0,
8,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
9,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0.12,
10,2,1.5159,12.89,3.42,1.4,72.61,0.48,8.17,0,0,
11,6,1.518,14,0,1.4,69.81,0,8.61,0,0,
12,7,1.5159,12.89,0,1.4,72.61,0,8.61,0,0,
13,2,1.518,12.89,3.42,0.29,69.81,0.48,8.17,0,0.12,
14,1,1.518,14,3.42,0.29,69.81,0.02,8.61,0,0,
15,1,1.518,12.89,3.42,0.29,72.61,0.06,8.61,0,0,
16,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.61,0,0.12,
17,2,1.51115,14,3.42,1.4,69.81,0.06,5.43,0,0.12,
18,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.61,0,0,
19,3,1.51711,12.89,0,1.4,69.81,0.48,8.61,0,0,
20,7,1.518,14,0,1.4,72.61,0,8.17,0,0,
21,2,1.518,12.89,3.42,1.27,69.81,0.48,8.17,0,0,
22,2,1.5159,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
23,2,1.52196,12.89,0,0.29,69.81,0.06,10.09,0,0,
24,1,1.51711,12.89,3.42,1.4,72.61,0.48,8.17,0,0,
25,2,1.518,12.89,3.42,0.29,69.81,0.48,8.61,0,0.12,
26,6,1.518,14,0,1.4,69.81,0,8.61,0,0,
27,7,1.52196,14,0,1.4,69.81,0.48,8.61,0,0,
28,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
29,1,1.518,12.89,0,0.29,72.61,0.48,8.61,0,0.12,
30,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0,
31,7,1.51711,14,0,1.4,72.61,0,8.61,0,0,
32,2,1.5159,12.89,3.42,0.29,72.61,0.48,5.43,0,0,
33,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
34,5,1.518,10.73,0,1.4,72.61,0.48,10.09,0,0,
35,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
36,2,1.518,12.89,3.42,1.27,69.81,0.48,8.17,0,0.12,
37,3,1.5159,12.89,3.42,1.4,69.81,0.48,8.17,0,0.12,
38,7,1.5159,10.73,0,0.29,72.61,0.48,8.61,0,0,
39,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
40,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
41,5,1.518,12.89,0,1.4,72.61,0.06,10.09,0,0,
42,3,1.5159,10.73,3.42,1.27,72.61,0.48,8.61,0,0,
43,2,1.51711,10.73,0,0.29,72.61,0.48,8.61,0,0.12,
44,2,1.52196,10.73,0,0.29,72.61,0,10.09,0,0,
45,2,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0,
46,5,1.51115,12.89,0,1.4,69.81,0.48,5.43,0,0,
47,1,1.51711,12.89,0,1.27,72.61,0.48,8.17,0,0,
48,2,1.5159,12.89,3.42,1.4,72.61,0.06,8.17,0,0,
49,7,1.5159,14,0,1.4,72.61,0.02,8.61,0,0,
50,7,1.51115,12.89,0,1.4,72.61,0.48,5.43,0,0,
51,2,1.518,12.89,3.42,0.29,72.61,0.48,5.43,0,0,
52,2,1.52196,10.73,0,0.29,69.81,0.06,10.09,0,0,
53,1,1.518,12.89,3.42,1.27,69.81,0.06,8.61,0,0,
54,7,1.5159,14,0,1.4,72.61,0,8.61,0,0,
55,3,1.51711,12.89,3.42,0.29,72.61,0.06,8.17,0,0,
56,6,1.518,14,0,1.4,72.61,0,10.09,0,0,
57,7,1.51115,14,0,1.4,72.61,0.02,8.61,0,0,
58,2,1.5159,10.73,0,1.4,72.61,0.48,8.17,0,0,
59,5,1.5159,10.73,0,1.4,72.61,0.48,10.09,0,0,
60,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0.12,
61,2,1.518,12.89,3.42,0.29,69.81,0.48,5.43,0,0,
62,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
63,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.17,0,0,
64,7,1.51115,12.89,0,1.4,72.61,0.06,8.61,0,0,
65,1,1.52196,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
66,5,1.518,10.73,0,1.4,72.61,0.06,10.09,0,0,
67,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
68,7,1.51115,14,0,1.4,72.61,0,8.17,0,0,
69,2,1.52196,10.73,0,1.4,69.81,0.48,10.09,2.2,0.12,
70,7,1.51711,14,0,1.4,72.61,0,8.61,0,0,
71,5,1.52196,12.89,0,1.4,69.81,0.06,10.09,0,0,
72,7,1.51115,14,0,1.4,72.61,0.06,8.61,0,0,
73,1,1.518,12.89,0,1.27,69.81,0.48,8.61,0,0,
74,1,1.51115,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
75,3,1.5159,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
76,7,1.5159,14,0,1.4,72.61,0,8.61,0,0,
77,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
78,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0.12,
79,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
80,1,1.51115,10.73,3.42,1.4,72.61,0.48,5.43,0,0.12,
81,2,1.52196,10.73,0,1.4,69.81,0.48,10.09,0,0.12,
82,2,1.51115,14,0,1.4,69.81,0.48,5.43,0,0,
83,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
84,1,1.51711,12.89,0,1.27,72.61,0.48,8.61,0,0,
85,1,1.52196,14,3.42,0.29,69.81,0,8.61,0,0,
86,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
87,5,1.51115,14,0,1.4,69.81,0.48,5.43,2.2,0,
88,6,1.51115,14,0,1.4,72.61,0,5.43,0,0,
89,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
90,2,1.5159,10.73,0,1.4,72.61,0.48,8.17,0,0,
91,2,1.518,12.89,0,1.4,69.81,0.48,8.61,0,0.12,
92,7,1.51115,14,0,1.4,72.61,0,8.17,0,0,
93,6,1.518,14,0,0.29,72.61,0,10.09,0,0,
94,2,1.518,10.73,0,0.29,72.61,0.06,8.61,0,0.12,
95,2,1.51711,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
96,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
97,5,1.51115,12.89,0,1.4,69.81,0.48,5.43,0,0,
98,1,1.51115,12.89,3.42,0.29,72.61,0.48,8.17,0,0.12,
99,7,1.51711,14,0,1.4,72.61,0,8.61,0,0,
100,2,1.518,12.89,0,1.4,69.81,0.48,8.61,0,0.12,
101,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
102,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
103,7,1.52196,14,0,1.27,69.81,0.06,8.61,0,0,
104,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
105,2,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0,
106,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
107,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
108,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
109,7,1.5159,14,0,1.4,72.61,0.06,8.61,0,0,
110,2,1.52196,14,0,0.29,72.61,0.06,10.09,0,0,
111,3,1.518,14,3.42,0.29,69.81,0.06,8.61,0,0,
112,2,1.51115,12.89,3.42,1.4,72.61,0.06,5.43,0,0,
113,3,1.51711,12.89,0,1.4,69.81,0.48,8.61,0,0,
114,1,1.52196,14,3.42,0.29,69.81,0.06,8.61,0,0,
115,1,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0.12,
116,2,1.518,12.89,0,1.27,69.81,0.06,10.09,0,0,
117,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.61,0,0,
118,3,1.5159,12.89,0,0.29,72.61,0.48,8.17,0,0,
119,2,1.5159,10.73,0,1.4,72.61,0.48,8.61,0,0.12,
120,5,1.518,10.73,0,1.4,69.81,0.48,8.61,0,0.12,
121,1,1.52196,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
122,7,1.51711,14,0,1.4,72.61,0,8.17,0,0,
123,2,1.518,12.89,0,1.4,69.81,0.06,10.09,0,0.12,
124,1,1.518,12.89,0,0.29,69.81,0.48,8.61,0,0,
125,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
126,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0,
127,2,1.518,12.89,0,0.29,72.61,0,10.09,0,0,
128,2,1.52196,12.89,0,1.27,69.81,0.06,10.09,0,0,
129,3,1.518,14,3.42,0.29,69.81,0,8.61,0,0,
130,1,1.518,12.89,0,1.27,72.61,0.48,8.61,0,0,
131,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
132,3,1.5159,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
133,2,1.518,10.73,3.42,0.29,69.81,0.48,8.61,0,0.12,
134,2,1.5159,12.89,0,0.29,72.61,0.48,8.61,0,0.12,
135,3,1.518,12.89,3.42,0.29,72.61,0.06,8.61,0,0.12,
136,7,1.5159,14,0,1.4,72.61,0,8.61,0,0,
137,3,1.51711,12.89,3.42,0.29,72.61,0.06,8.61,0,0,
138,1,1.52196,14,3.42,0.29,69.81,0.06,8.61,0,0,
139,1,1.51711,10.73,3.42,1.4,72.61,0.48,8.17,0,0,
140,2,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0,
141,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.17,0,0.12,
142,2,1.5159,10.73,3.42,1.4,72.61,0.48,8.17,0,0.12,
143,5,1.518,10.73,0,1.4,72.61,0.48,10.09,0,0,
144,2,1.518,12.89,3.42,1.4,69.81,0.48,8.17,0,0.12,
145,2,1.5159,12.89,0,1.4,72.61,0.06,8.17,0,0,
146,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0,
147,1,1.51711,12.89,3.42,0.29,72.61,0.48,5.43,0,0,
148,2,1.518,12.89,3.42,1.4,69.81,0.48,8.17,0,0.12,
149,1,1.518,12.89,3.42,1.27,69.81,0.48,8.61,0,0,
150,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
151,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
152,6,1.51115,14,0,0.29,72.61,0,5.43,0,0,
153,2,1.518,12.89,3.42,0.29,69.81,0.48,8.61,0,0.12,
154,5,1.518,10.73,0,1.4,72.61,0.06,10.09,0,0,
155,3,1.52196,14,3.42,0.29,69.81,0.06,8.61,0,0.12,
156,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
157,1,1.518,12.89,3.42,1.27,69.81,0.48,8.61,0,0,
158,1,1.51711,12.89,3.42,1.27,72.61,0.48,5.43,0,0,
159,2,1.518,12.89,3.42,0.29,72.61,0.48,8.17,0,0.12,
160,1,1.52196,12.89,3.42,0.29,69.81,0.02,8.61,0,0,
161,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
162,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
163,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
164,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
165,1,1.51711,10.73,3.42,1.4,72.61,0.48,8.17,0,0.12,
166,1,1.5159,12.89,3.42,1.4,72.61,0.06,5.43,0,0,
167,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0.12,
168,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
169,1,1.51711,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
170,3,1.518,12.89,0,1.4,69.81,0.48,8.61,0,0,
171,2,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0,





1,1,1.51711,12.89,3.42,0.29,72.61,0.48,5.43,0,0,
2,2,1.5159,10.73,3.42,1.4,72.61,0.48,5.43,0,0,
3,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
4,7,1.518,14,0,1.4,69.81,0.48,5.43,0,0,
5,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
6,2,1.5159,12.89,3.42,1.4,72.61,0.06,8.17,0,0,
7,3,1.5159,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
8,1,1.51711,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
9,1,1.51711,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
10,2,1.518,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
11,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.17,0,0,
12,2,1.518,12.89,3.42,1.4,69.81,0.48,8.17,0,0,
13,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
14,2,1.518,12.89,3.42,1.27,69.81,0.48,8.17,0,0,
15,2,1.518,12.89,3.42,0.29,69.81,0.48,8.17,0,0,
16,1,1.51711,12.89,3.42,1.4,72.61,0.48,8.17,0,0,
17,1,1.518,14,3.42,1.27,69.81,0.48,8.17,0,0,
18,3,1.5159,12.89,0,0.29,72.61,0.48,8.17,0,0,
19,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
20,6,1.518,12.89,0,0.29,72.61,0,8.61,0,0,
21,6,1.518,14,0,1.4,72.61,0,8.61,0,0,
22,7,1.5159,14,0,1.4,72.61,0,8.61,0,0,
23,1,1.52196,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
24,1,1.52196,14,3.42,0.29,69.81,0.06,8.61,0,0,
25,6,1.518,14,0,1.4,69.81,0,8.61,0,0,
26,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
27,2,1.51711,10.73,0,1.4,72.61,0.48,8.61,0,0,
28,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
29,3,1.5159,12.89,0,1.27,72.61,0.48,8.61,0,0,
30,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.61,0,0,
31,5,1.518,12.89,0,1.4,69.81,0.06,10.09,0,0,
32,2,1.52196,10.73,0,0.29,72.61,0,10.09,0,0,
33,2,1.52196,12.89,0,0.29,69.81,0.06,10.09,0,0,
34,1,1.52196,12.89,3.42,0.29,69.81,0.06,10.09,0,0,
35,7,1.518,14,0,1.4,72.61,0.48,5.43,2.2,0,
36,1,1.51711,10.73,0,1.27,72.61,0.48,8.61,0,0.12,
37,2,1.51711,12.89,3.42,1.27,69.81,0.48,8.17,0,0.12,
38,2,1.518,12.89,3.42,0.29,72.61,0.48,8.17,0,0.12,
39,1,1.51115,10.73,3.42,1.4,72.61,0.48,5.43,0,0.12,
40,2,1.51115,12.89,0,1.4,72.61,0.06,8.17,0,0.12,
41,2,1.52196,10.73,0,0.29,69.81,0.06,10.09,0,0.12,
42,5,1.518,12.89,0,1.4,72.61,0.06,10.09,0,0.12,
43,2,1.5159,12.89,3.42,0.29,72.61,0.06,5.43,0,0.12,
次数:0
recog-right:0.488372
recog-worng:0.488372
recog-cannot:0.0232558
nodenumber:144
aaaa==  56
1,7,1.51115,12.89,0,1.4,72.61,0.48,5.43,0,0,
2,2,1.518,12.89,0,1.4,72.61,0.48,8.61,0,0,
3,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
4,1,1.518,12.89,3.42,0.29,72.61,0.06,8.61,0,0,
5,1,1.518,14,3.42,1.27,69.81,0.48,8.17,0,0,
6,7,1.5159,14,0,1.4,72.61,0,8.61,0,0,
7,1,1.518,12.89,3.42,0.29,69.81,0.06,8.61,0,0.12,
8,3,1.518,14,3.42,0.29,69.81,0.06,8.61,0,0,
9,2,1.518,12.89,3.42,1.4,69.81,0.48,8.17,0,0.12,
10,3,1.5159,12.89,0,0.29,72.61,0.48,8.17,0,0,
11,6,1.518,14,0,1.4,69.81,0,8.61,0,0,
12,3,1.51711,12.89,0,1.4,69.81,0.48,8.61,0,0,
13,2,1.5159,12.89,3.42,1.4,72.61,0.06,8.17,0,0,
14,2,1.518,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
15,6,1.518,12.89,0,0.29,72.61,0,8.61,0,0,
16,2,1.5159,12.89,3.42,1.4,72.61,0.48,5.43,0,0,
17,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
18,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
19,1,1.518,12.89,0,1.27,69.81,0.48,8.61,0,0,
20,1,1.51711,12.89,0,1.27,72.61,0.48,8.61,0,0,
21,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
22,1,1.518,12.89,0,1.27,72.61,0.48,8.61,0,0,
23,1,1.51711,12.89,3.42,0.29,72.61,0.48,5.43,0,0,
24,2,1.518,12.89,3.42,0.29,69.81,0.48,8.17,0,0,
25,1,1.51711,12.89,3.42,1.27,72.61,0.48,5.43,0,0,
26,1,1.51115,12.89,3.42,0.29,72.61,0.48,8.17,0,0.12,
27,5,1.52196,12.89,0,1.4,69.81,0.06,10.09,0,0,
28,2,1.52196,12.89,0,1.27,69.81,0.06,10.09,0,0,
29,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
30,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0,
31,6,1.518,14,0,1.4,69.81,0,8.61,0,0,
32,2,1.52196,10.73,0,1.4,69.81,0.48,10.09,0,0.12,
33,2,1.518,12.89,0,0.29,72.61,0,10.09,0,0,
34,7,1.5159,14,0,1.4,72.61,0,8.17,0,0,
35,1,1.51711,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
36,1,1.52196,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
37,5,1.518,10.73,0,1.4,72.61,0.48,10.09,0,0,
38,7,1.51711,14,0,1.4,72.61,0,8.17,0,0,
39,1,1.51711,12.89,3.42,1.4,72.61,0.48,8.17,0,0,
40,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
41,2,1.5159,12.89,3.42,1.4,69.81,0.48,5.43,0,0,
42,3,1.518,12.89,3.42,0.29,72.61,0.06,8.61,0,0.12,
43,3,1.5159,12.89,3.42,1.27,72.61,0.48,8.17,0,0,
44,2,1.518,12.89,0,1.4,69.81,0.06,10.09,0,0.12,
45,1,1.51711,12.89,3.42,0.29,72.61,0.48,8.17,0,0,
46,2,1.518,12.89,3.42,0.29,69.81,0.48,8.61,0,0.12,
47,1,1.52196,12.89,3.42,0.29,69.81,0.02,8.61,0,0,
48,3,1.51711,12.89,0,1.4,69.81,0.48,8.61,0,0,
49,1,1.51711,10.73,3.42,1.27,72.61,0.48,8.17,0,0,
50,2,1.51115,12.89,0,1.4,72.61,0.06,8.17,0,0.12,
51,2,1.5159,12.89,3.42,1.4,72.61,0.06,8.17,0,0,
52,1,1.52196,12.89,3.42,0.29,69.81,0.06,8.61,0,0,
53,1,1.518,12.89,3.42,1.27,69.81,0.48,8.61,0,0,
54,2,1.518,12.89,3.42,0.29,72.61,0.48,8.17,0,0.12,
55,1,1.51711,10.73,3.42,0.29,72.61,0.48,8.61,0,0.12,
56,7,1.518,14,0,1.4,69.81,0.48,5.43,0,0,