bupa.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

259,1,88,66,29,5,43,6,
260,1,88,77,31,23,26,4,
261,2,88,55,22,23,73,4,
262,1,88,77,22,5,15,0,
263,2,65,72,22,47,5,4,
264,2,88,77,14,5,59,6,
265,1,65,53,22,5,5,0,
266,2,65,60,14,5,21,0,
267,2,88,66,22,23,59,6,
268,2,88,94,31,23,43,6,
269,1,65,77,31,23,73,0,
270,2,88,55,4,5,13,0,
271,2,88,77,14,23,43,6,
272,2,88,60,14,5,21,0,
273,2,65,77,31,23,43,0,
274,2,65,60,31,23,43,0,
275,2,88,72,14,5,15,6,
276,2,88,55,14,23,26,6,





1,2,88,42,14,5,5,0,
2,2,88,55,14,5,5,0,
3,1,65,42,14,5,5,0,
4,1,88,66,14,5,5,0,
5,1,88,53,22,5,5,0,
6,1,88,66,22,5,5,0,
7,1,88,77,22,5,5,0,
8,1,88,94,22,5,5,0,
9,1,88,60,22,5,5,0,
10,1,88,72,22,23,5,0,
11,2,88,60,14,23,5,0,
12,2,65,66,22,23,5,0,
13,1,65,72,22,5,13,0,
14,2,88,72,14,23,13,0,
15,2,88,60,14,5,13,0,
16,1,88,60,22,5,15,0,
17,1,65,42,22,5,15,0,
18,2,88,55,4,5,15,0,
19,2,88,42,29,5,15,0,
20,1,65,23,31,5,15,0,
21,2,88,72,14,23,15,0,
22,2,88,42,14,5,15,0,
23,2,65,77,14,5,15,0,
24,1,88,77,14,23,15,0,
25,1,65,66,22,23,21,0,
26,1,88,77,29,5,21,0,
27,2,88,72,22,23,21,0,
28,2,88,42,14,5,21,0,
29,2,88,72,14,23,26,0,
30,2,65,77,22,23,26,0,
31,1,88,42,22,5,26,0,
32,2,88,66,22,23,26,0,
33,2,88,55,14,5,26,0,
34,2,88,60,22,5,26,0,
35,1,65,77,31,23,26,0,
36,1,88,94,22,5,26,0,
37,2,88,77,31,23,26,0,
38,2,88,94,31,23,26,0,
39,1,65,23,31,23,26,0,
40,2,65,55,31,47,43,0,
41,2,88,55,31,23,73,0,
42,2,88,77,22,5,73,0,
43,2,88,55,14,5,15,4,
44,1,88,60,14,5,5,4,
45,2,88,55,31,5,26,4,
46,2,65,60,14,5,13,4,
47,2,88,23,14,5,21,4,
48,2,88,42,4,5,21,4,
49,2,88,42,14,23,43,4,
50,2,88,72,22,5,43,4,
51,2,88,77,22,23,15,4,
52,2,65,66,4,5,5,4,
53,2,65,55,14,23,43,6,
54,2,65,66,22,23,26,6,
55,1,88,42,4,5,43,6,
56,2,88,42,29,23,26,6,
57,1,88,60,22,5,21,6,
58,2,88,77,31,47,43,6,
59,2,65,94,14,5,26,6,
60,1,65,94,31,5,26,6,
61,2,88,77,22,23,26,6,
62,1,88,53,31,23,73,6,
63,1,88,94,31,41,73,6,
64,1,88,66,31,47,73,6,
65,1,88,23,31,5,26,6,
66,1,88,77,31,23,73,6,
67,1,88,77,31,41,126,6,
68,2,88,94,31,47,126,6,
69,1,88,77,31,23,73,15,
次数:4
recog-right:0.623188
recog-worng:0.188406
recog-cannot:0.188406
nodenumber:245
aaaa==  154
1,1,88,77,31,23,73,6,
2,1,88,77,14,5,26,0,
3,1,88,77,22,5,15,0,
4,2,88,66,22,23,26,4,
5,2,88,77,31,47,59,6,
6,2,88,77,22,23,43,6,
7,1,88,60,22,5,5,0,
8,2,65,60,14,5,21,4,
9,1,88,60,22,23,15,6,
10,2,88,60,31,23,73,0,
11,2,88,77,22,23,15,4,
12,2,88,55,22,5,15,4,
13,1,88,66,31,23,26,6,
14,1,88,94,31,41,73,6,
15,2,88,72,22,5,43,4,
16,1,88,66,22,5,26,0,
17,1,88,94,14,5,15,0,
18,1,88,77,4,23,15,6,
19,1,65,94,31,5,26,6,
20,1,88,94,14,5,43,0,
21,1,88,23,22,23,15,4,
22,2,88,77,31,23,26,6,
23,1,65,42,22,5,5,0,
24,1,88,66,4,5,5,0,
25,1,88,72,31,5,43,6,
26,2,88,60,22,23,13,0,
27,1,65,55,31,5,21,6,
28,1,88,94,4,23,5,0,
29,1,88,60,22,5,5,0,
30,1,65,77,31,23,73,0,
31,2,65,77,14,5,15,0,
32,2,88,42,31,23,59,6,
33,2,88,42,14,5,15,0,
34,2,88,60,14,5,13,0,
35,1,88,77,4,23,15,6,
36,1,88,60,22,23,5,4,
37,2,88,42,29,23,26,6,
38,2,65,42,22,23,26,4,
39,2,88,66,4,5,13,0,
40,2,88,94,31,47,126,4,
41,2,88,66,22,23,26,0,
42,2,88,60,14,5,13,0,
43,1,88,42,4,23,15,0,
44,1,88,77,31,23,73,15,
45,2,88,23,14,5,21,4,
46,2,88,42,31,47,73,4,
47,1,88,60,31,23,15,0,
48,1,88,23,31,5,15,0,
49,1,88,60,22,5,15,4,
50,1,88,55,31,5,26,0,
51,1,65,72,22,5,13,0,
52,2,65,77,22,23,26,0,
53,2,65,66,22,23,5,0,
54,1,88,53,31,23,73,6,
55,2,65,55,29,23,73,4,
56,2,65,77,31,23,73,4,
57,2,88,72,14,5,21,4,
58,2,88,55,4,5,15,0,
59,2,88,42,29,5,15,0,
60,1,88,66,22,5,26,0,
61,1,88,60,22,23,26,0,
62,1,65,53,14,5,15,0,
63,2,65,55,31,23,59,0,
64,2,88,77,22,23,26,0,
65,1,65,42,14,5,5,0,
66,1,88,66,29,5,43,6,
67,1,88,55,31,23,26,0,
68,2,88,77,22,5,73,0,
69,2,88,72,14,5,21,4,
70,2,88,42,14,5,21,0,
71,1,88,53,22,5,26,4,
72,2,88,55,4,5,13,0,
73,2,88,60,14,23,5,0,
74,1,65,77,31,23,26,0,
75,2,88,42,14,5,43,4,
76,1,88,66,29,5,5,0,
77,2,88,55,31,5,26,4,
78,2,88,77,22,23,26,6,
79,1,88,60,31,5,5,0,
80,2,88,60,22,23,26,6,
81,2,88,94,31,47,43,4,
82,1,65,66,22,23,21,0,
83,2,65,60,22,5,15,0,
84,1,88,60,22,5,5,0,
85,1,88,60,31,23,13,0,
86,2,88,60,4,23,21,6,
87,2,88,42,22,23,43,4,
88,2,65,55,29,23,21,0,
89,2,88,94,14,5,13,4,
90,2,65,53,31,5,43,0,
91,2,88,77,14,5,43,6,
92,2,88,77,14,23,43,6,
93,2,65,42,4,5,13,6,
94,2,65,77,22,23,21,4,
95,1,88,77,31,23,73,6,
96,1,65,23,31,5,15,0,
97,2,88,77,14,5,21,0,
98,2,65,53,22,23,13,0,
99,1,88,60,31,23,15,0,
100,2,65,23,14,5,5,0,
101,1,88,42,31,23,73,6,
102,1,88,66,14,5,15,0,
103,2,65,77,31,23,59,0,
104,2,65,77,14,5,15,0,
105,1,88,77,14,23,15,0,
106,1,88,60,14,5,5,0,
107,1,88,55,31,5,15,0,
108,1,88,66,31,5,26,0,
109,2,65,60,14,5,21,0,
110,1,88,66,14,5,21,0,
111,1,65,66,22,5,5,0,
112,1,88,77,31,5,26,0,
113,2,65,55,31,41,43,6,
114,2,88,55,31,23,26,4,
115,1,88,66,31,23,26,6,
116,2,88,72,22,5,26,0,
117,2,88,77,31,23,26,0,
118,2,88,60,22,5,26,0,
119,2,65,60,22,23,15,0,
120,2,88,66,14,5,15,4,
121,2,65,72,31,23,43,0,
122,1,65,66,31,5,21,0,
123,1,88,94,31,5,43,6,
124,2,65,94,31,5,26,0,
125,2,65,72,31,23,26,4,
126,2,88,42,31,23,26,0,
127,2,65,72,31,5,59,0,
128,2,88,66,22,23,26,0,
129,1,88,53,22,5,5,0,
130,2,88,72,14,23,15,0,
131,2,65,55,31,23,73,6,
132,2,65,66,14,5,59,0,
133,1,88,60,22,5,26,6,
134,2,88,66,31,41,126,6,
135,1,88,94,31,23,26,6,
136,1,88,55,22,5,5,0,
137,2,88,55,14,5,5,0,
138,2,88,94,14,23,13,0,
139,1,88,55,31,23,5,6,
140,1,88,77,22,23,73,6,
141,2,88,72,31,47,73,0,
142,2,88,55,31,23,73,0,
143,1,88,66,22,23,13,15,
144,1,88,72,31,5,21,0,
145,2,88,55,31,23,21,4,
146,1,88,60,14,23,15,6,
147,1,65,77,14,23,5,0,
148,1,88,42,31,23,21,6,
149,1,88,66,22,5,15,6,
150,2,88,72,22,23,21,0,
151,1,88,66,31,47,73,6,
152,2,65,77,14,23,5,6,
153,2,88,42,31,41,126,4,
154,1,88,77,22,5,26,0,
155,2,88,55,4,5,15,0,
156,2,65,94,14,23,21,4,
157,1,65,94,29,23,15,0,
158,1,88,77,14,23,15,0,
159,2,88,94,31,23,26,4,
160,1,88,60,31,5,26,6,
161,2,65,60,22,5,5,0,
162,1,88,94,31,23,43,0,
163,1,88,94,14,23,5,0,
164,2,88,77,31,47,43,4,
165,1,65,53,22,5,5,0,
166,1,65,42,22,5,15,0,
167,2,65,55,22,5,21,0,
168,2,88,94,31,23,15,0,
169,1,88,94,22,5,26,0,
170,1,88,60,22,23,15,6,
171,2,88,77,14,5,59,6,
172,2,88,72,31,23,26,6,
173,1,88,77,29,5,21,0,
174,2,65,55,14,5,5,4,
175,2,88,55,4,23,15,0,
176,2,88,42,14,23,15,6,
177,2,88,42,31,5,13,4,
178,1,88,94,22,5,5,0,
179,2,88,72,31,47,126,0,
180,2,88,72,22,23,43,6,
181,1,88,72,31,23,15,0,
182,2,88,77,22,23,26,6,
183,1,88,77,14,5,15,0,
184,2,65,42,14,5,13,4,
185,2,88,72,31,47,59,6,
186,2,65,60,14,5,13,4,
187,1,88,66,22,5,15,0,
188,2,65,72,31,5,73,0,
189,2,88,60,22,23,21,0,
190,1,88,66,31,23,13,0,
191,2,88,42,14,5,5,4,
192,2,88,60,14,5,21,0,
193,2,88,94,31,5,43,0,
194,1,88,60,22,23,5,0,
195,1,88,72,22,23,26,6,
196,1,88,66,22,5,5,0,
197,1,88,94,14,5,5,6,
198,2,88,42,14,23,43,4,
199,2,65,77,31,23,43,0,
200,1,88,94,22,23,26,6,
201,2,88,55,14,5,13,6,
202,1,88,77,31,23,26,4,
203,2,88,55,22,23,73,4,
204,2,88,55,14,5,15,4,
205,1,88,42,4,5,15,6,
206,1,88,66,14,5,5,0,
207,2,88,60,22,5,26,0,
208,2,88,60,4,5,13,0,
209,1,88,77,31,41,126,6,
210,2,88,60,14,5,26,0,
211,1,88,60,22,5,21,6,
212,1,88,23,31,5,26,6,
213,1,88,66,31,23,59,0,
214,1,88,77,31,23,73,15,
215,1,65,66,31,5,26,0,
216,2,88,72,31,23,73,4,
217,1,88,77,22,5,5,0,
218,1,88,94,22,5,13,4,
219,2,65,66,14,5,21,4,
220,1,88,77,4,5,5,0,
221,1,88,94,31,41,59,15,
222,1,88,23,31,5,15,6,
223,2,65,42,22,23,15,4,
224,1,65,77,22,5,15,0,
225,2,88,55,14,23,21,4,
226,2,88,77,31,23,26,0,
227,2,88,94,31,23,73,6,
228,2,88,77,31,23,126,6,
229,2,88,55,14,23,26,6,
230,2,65,77,31,23,126,0,
231,2,65,72,22,47,5,4,
232,1,88,77,22,5,15,0,
233,2,65,94,14,23,21,6,
234,1,88,66,29,5,43,6,
235,1,88,77,22,5,5,0,
236,2,88,42,4,5,5,4,
237,2,88,77,31,23,43,6,
238,2,88,72,14,23,26,0,
239,2,65,55,31,23,26,0,
240,2,88,42,14,5,5,0,
241,2,65,53,31,23,21,0,
242,1,88,72,22,23,5,0,
243,2,88,77,31,47,43,6,
244,2,88,60,29,23,73,6,
245,2,88,60,29,23,126,0,
246,2,88,55,22,5,26,0,
247,1,65,77,31,23,13,0,
248,2,88,94,31,47,126,6,
249,1,88,42,22,5,26,0,
250,1,65,60,14,5,15,0,
251,2,88,42,4,5,21,4,
252,1,88,66,14,5,26,4,
253,1,65,23,31,23,26,0,
254,1,88,94,31,5,15,4,
255,2,65,94,14,5,26,6,
256,1,88,94,22,23,13,0,
257,2,88,55,29,5,26,0,
258,2,88,42,4,23,43,0,
259,1,88,77,14,5,26,0,
260,2,88,60,31,47,59,6,
261,2,65,60,31,23,21,0,
262,2,88,66,4,5,15,4,
263,2,65,42,14,5,15,4,
264,1,65,66,22,5,26,0,
265,2,88,72,31,23,43,4,
266,2,88,77,29,23,26,4,
267,2,65,42,14,5,26,0,
268,2,88,42,31,5,43,0,
269,2,65,55,14,23,21,0,
270,2,65,66,14,5,5,4,
271,2,65,55,14,23,15,0,
272,1,88,77,14,23,13,4,
273,1,88,60,31,41,73,6,
274,2,88,66,14,23,21,4,
275,2,65,55,4,5,13,0,
276,2,88,94,31,23,59,0,





1,1,88,60,14,5,5,0,
2,1,88,66,14,5,5,0,
3,2,88,77,14,5,5,0,
4,1,65,77,14,5,5,0,
5,1,88,66,22,5,5,0,
6,2,88,72,22,5,5,0,
7,2,65,66,4,23,5,0,
8,1,88,77,14,5,13,0,
9,2,88,55,14,5,13,0,
10,2,88,72,14,23,13,0,
11,2,65,60,14,5,13,0,
12,1,88,60,22,5,15,0,
13,1,88,42,22,5,15,0,
14,1,88,55,14,5,15,0,
15,1,65,77,22,5,15,0,
16,1,88,55,31,5,15,0,
17,2,88,72,14,5,15,0,
18,1,88,77,31,23,15,0,
19,2,88,55,14,23,15,0,
20,2,65,42,22,23,21,0,
21,2,88,77,29,23,21,0,
22,2,65,77,22,23,26,0,
23,2,88,60,22,5,26,0,
24,2,65,77,14,5,26,0,
25,2,88,94,22,23,26,0,
26,2,65,23,29,23,26,0,
27,2,88,55,14,5,26,0,
28,2,88,55,14,5,26,0,
29,1,65,77,31,23,26,0,
30,1,88,66,31,23,26,0,
31,1,88,94,31,5,26,0,
32,2,88,42,31,23,26,0,
33,2,88,94,31,23,26,0,
34,2,88,42,31,23,26,0,
35,2,88,55,31,23,43,0,
36,2,65,60,31,23,43,0,
37,1,88,60,29,23,43,0,
38,2,88,42,29,23,43,0,
39,2,65,55,31,47,43,0,
40,2,65,77,31,5,73,0,
41,2,88,60,14,5,73,0,
42,1,88,94,31,5,126,0,
43,1,88,60,14,5,5,4,
44,2,65,42,14,5,15,4,
45,2,88,55,14,5,5,4,
46,2,65,60,29,5,26,4,
47,2,88,42,22,5,26,4,
48,2,88,94,29,5,43,4,
49,2,88,77,14,5,21,4,
50,2,88,60,14,5,43,4,
51,2,65,66,4,5,5,4,
52,2,88,66,22,23,73,4,
53,2,65,55,14,23,43,6,
54,2,65,66,22,23,26,6,
55,1,65,53,31,23,21,6,
56,1,88,42,4,5,43,6,
57,1,88,66,14,5,13,6,
58,2,88,94,31,23,43,6,
59,2,88,23,4,5,15,6,
60,2,88,42,22,5,43,6,
61,2,88,66,22,23,59,6,
62,2,88,55,31,23,73,6,
63,2,88,55,14,5,13,6,
64,1,88,66,31,23,73,6,
65,1,88,77,31,41,26,6,
66,2,88,72,14,23,126,6,
67,2,88,77,31,47,126,6,
68,2,88,72,14,5,15,6,
69,1,88,77,31,23,126,15,
次数:5
recog-right:0.594203
recog-worng:0.144928
recog-cannot:0.26087
nodenumber:227
aaaa==  163
1,2,65,77,14,5,15,0,
2,2,65,72,22,47,5,4,
3,1,88,66,31,23,13,0,
4,2,88,42,31,23,26,0,
5,2,65,77,31,23,73,4,
6,2,88,42,31,5,43,0,
7,2,88,60,14,5,73,0,
8,1,65,77,31,23,26,0,
9,2,88,55,4,5,13,0,
10,1,88,77,4,23,15,6,
11,2,88,55,31,23,73,0,
12,1,65,66,22,5,5,0,
13,1,88,77,31,23,126,15,
14,2,88,60,22,5,26,0,
15,2,88,55,31,23,26,4,
16,1,88,60,31,5,5,0,
17,1,88,66,14,5,15,0,
18,2,88,42,14,23,15,6,
19,2,88,72,14,5,15,0,
20,1,88,60,31,23,13,0,
21,1,88,66,22,5,5,0,
22,2,88,55,22,5,15,4,
23,2,88,42,4,5,5,4,
24,1,65,77,14,23,5,0,
25,1,65,94,31,5,26,6,
26,2,88,55,4,5,15,0,
27,1,88,66,31,23,59,0,
28,1,88,66,31,23,26,6,
29,1,88,77,14,5,26,0,
30,2,88,60,14,5,26,0,
31,2,88,72,31,47,73,0,
32,1,88,77,29,5,21,0,
33,2,88,55,22,23,73,4,
34,2,65,66,22,23,26,6,
35,2,65,55,14,23,43,6,
36,2,65,42,22,23,15,4,
37,2,88,77,22,23,43,6,
38,1,88,55,31,23,5,6,
39,1,88,94,14,5,15,0,
40,2,88,23,14,5,21,4,
41,2,88,55,14,23,15,0,
42,1,88,94,14,5,43,0,
43,1,88,42,31,23,73,6,
44,1,88,66,22,23,13,15,
45,2,88,42,4,23,43,0,
46,2,88,77,31,23,43,6,
47,2,88,60,14,5,43,4,
48,2,88,72,31,47,59,6,
49,2,88,55,14,23,26,6,
50,1,65,53,14,5,15,0,
51,2,65,42,14,5,26,0,
52,2,88,42,31,23,59,6,
53,1,65,55,31,5,21,6,
54,1,88,60,31,41,73,6,
55,2,65,53,31,5,43,0,
56,1,88,55,22,5,5,0,
57,2,65,77,31,5,73,0,
58,1,88,66,14,5,21,0,
59,2,88,66,22,23,59,6,
60,2,65,60,29,5,26,4,
61,2,65,60,22,23,15,0,
62,2,88,77,31,47,126,6,
63,1,88,77,14,5,26,0,
64,1,88,66,31,23,73,6,
65,1,88,60,22,23,26,0,
66,2,65,66,14,5,21,4,
67,2,88,72,14,23,15,0,
68,2,88,60,22,5,26,0,
69,1,88,23,31,5,15,6,
70,2,88,72,22,23,43,6,
71,1,88,77,22,5,5,0,
72,2,88,42,4,5,21,4,
73,1,65,23,31,23,26,0,
74,1,88,66,29,5,5,0,
75,2,65,53,31,23,21,0,
76,2,65,66,4,5,5,4,
77,1,88,60,22,5,5,0,
78,1,88,60,31,5,26,6,
79,2,65,72,31,23,43,0,
80,1,88,60,14,5,5,0,
81,2,88,66,22,23,73,4,
82,1,88,23,22,23,15,4,
83,2,65,94,31,5,26,0,
84,2,65,42,14,5,13,4,
85,1,88,60,31,23,15,0,
86,1,88,55,31,5,26,0,
87,1,88,94,31,41,73,6,
88,2,65,77,22,23,26,0,
89,2,88,77,31,47,59,6,
90,1,88,77,22,5,15,0,
91,2,88,42,14,5,21,0,
92,2,88,72,14,5,21,4,
93,1,88,72,31,5,21,0,
94,1,65,77,31,23,26,0,
95,2,88,55,29,5,26,0,
96,1,88,77,22,23,73,6,
97,2,65,23,14,5,5,0,
98,1,88,77,22,5,15,0,
99,2,65,66,4,23,5,0,
100,1,65,60,14,5,15,0,
101,2,65,60,14,5,21,4,
102,2,88,60,31,23,73,0,
103,1,65,72,22,5,13,0,
104,2,88,94,14,5,13,4,
105,2,65,60,31,23,21,0,
106,2,88,42,14,5,15,0,
107,1,88,77,4,23,15,6,