pima.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

509,2,1,0,62,24,0,28.9,0.186,21,
510,2,1,128,62,8,114,41.8,1.076,21,
511,1,0,128,62,8,114,30.3,1.282,25,
512,1,3,100,62,8,114,28.9,1.114,43,
513,1,1,155,62,8,96,26.4,0.404,25,
514,2,0,0,62,24,114,38.1,0.347,25,
515,2,1,128,62,0,0,18.2,0.243,21,
516,2,3,0,62,0,0,42.7,0.545,21,
517,2,0,100,62,24,100,46.1,0.893,31,
518,2,7,100,62,0,0,23.6,0.893,31,
519,2,3,0,62,8,15,30.3,0.545,31,
520,1,0,155,62,24,88,33.3,0.314,31,
521,2,1,100,62,24,100,38.1,0.196,25,
522,2,0,100,44,8,100,18.2,0.452,21,
523,2,1,0,0,0,0,18.2,0.078,21,
524,1,7,100,62,24,114,33.3,0.404,43,
525,2,1,128,62,24,114,38.1,0.545,21,
526,2,1,0,62,8,15,18.2,0.545,25,
527,2,1,100,44,8,114,23.6,0.545,21,
528,1,3,128,62,0,0,28.9,0.178,43,
529,2,3,0,44,8,0,18.2,0.404,21,
530,2,1,0,62,24,15,37.2,0.399,21,
531,2,1,100,62,24,114,38.1,0.166,21,
532,1,3,155,62,8,100,30.3,0.243,25,
533,1,3,100,62,24,114,33.3,0.502,25,
534,1,7,128,62,24,100,37,0.13,43,
535,2,1,128,44,0,0,28.9,0.545,25,
536,2,7,155,62,24,0,33.3,0.13,55,
537,2,3,128,62,24,0,32.4,0.243,21,
538,1,7,100,62,24,114,41.8,0.545,43,
539,1,7,155,62,24,114,33.3,0.452,55,
540,2,3,100,44,24,15,28.9,0.404,21,
541,1,0,155,62,24,0,43.6,0.545,21,
542,1,3,155,62,24,114,33.3,0.347,25,
543,2,7,0,62,0,0,18.2,0.13,31,
544,1,7,100,62,24,0,42.9,0.239,43,
545,1,7,128,62,0,0,33.3,0.127,31,
546,2,3,100,44,8,114,23.6,0.545,31,
547,2,3,100,62,0,0,33.3,0.314,31,
548,2,7,155,62,0,0,26.4,0.279,31,
549,2,1,100,62,8,15,23.6,0.545,25,
550,1,7,155,62,24,0,33.3,0.545,31,
551,2,3,100,62,0,0,36.7,0.545,31,
552,1,3,155,62,24,114,33.3,0.893,31,
553,2,1,0,44,8,92,23.6,0.545,21,
554,1,1,100,62,24,114,33.3,0.545,25,
555,1,3,100,44,24,0,33.3,0.243,31,
556,2,1,100,62,24,0,36.7,0.314,25,
557,1,7,100,62,24,0,27.9,1.282,43,
558,2,1,0,62,24,15,46.1,1.076,31,
559,1,1,155,44,8,114,28.9,0.395,55,
560,2,7,0,62,0,0,33.3,0.545,66,
561,2,1,100,62,24,100,33.3,0.404,21,
562,1,7,128,0,0,0,48.3,0.545,31,
563,2,1,128,62,8,100,23.6,0.452,21,
564,2,0,0,62,24,15,36.7,0.404,21,
565,2,0,100,62,24,0,33.3,0.196,25,
566,2,1,100,62,24,114,33.3,0.502,25,
567,1,1,155,62,24,114,43.6,0.545,21,
568,2,7,0,62,8,0,23,0.545,55,
569,2,0,128,44,8,114,26.4,0.347,21,
570,1,0,155,62,24,0,48.3,1.893,25,
571,2,1,0,44,24,15,43.5,0.545,21,
572,2,0,0,0,0,0,18.2,0.314,25,
573,2,1,0,62,24,0,30.3,0.314,21,
574,2,3,0,62,0,0,41.8,0.196,25,
575,2,3,100,62,24,15,33.3,0.243,31,
576,2,1,0,62,0,0,26.4,0.502,21,
577,2,1,0,62,8,0,26.4,0.078,21,
578,2,7,128,62,24,114,23.6,0.545,43,
579,2,7,155,62,0,0,33.3,0.196,31,
580,1,3,100,62,8,0,28.9,0.347,25,
581,1,0,100,0,0,0,32.4,0.13,21,
582,2,3,0,62,24,0,30.3,0.545,21,
583,2,3,100,62,24,0,38.1,0.196,31,
584,2,0,0,62,24,0,33.3,0.196,25,
585,2,3,0,62,24,0,33.3,0.243,43,
586,1,7,128,62,24,114,37.9,0.545,31,
587,2,1,100,44,8,0,27.9,0.178,25,
588,2,7,0,62,24,0,32.4,0.078,31,
589,2,3,128,62,0,0,26.4,0.243,31,
590,2,0,0,62,8,15,23.6,0.299,21,
591,1,7,155,62,24,0,33.3,0.347,31,
592,2,3,0,62,24,114,30.3,0.078,43,
593,1,1,128,62,24,114,42.9,1.182,31,
594,2,0,0,62,24,15,42.9,0.893,31,
595,1,7,128,62,24,114,33.3,0.545,43,
596,2,1,100,44,24,114,27.7,1.4,25,
597,1,3,155,62,8,114,33.3,0.404,31,
598,2,3,100,62,0,0,23.6,0.545,55,
599,1,7,155,62,24,114,33.3,0.537,43,
600,2,7,100,62,8,0,26.4,0.243,55,
601,2,1,0,62,24,15,41.3,0.893,25,
602,2,0,128,62,0,0,38.1,1.4,43,
603,2,3,100,62,24,0,33.3,0.545,55,
604,2,1,0,62,8,15,27.7,0.299,21,
605,2,3,0,62,0,0,32.4,0.243,31,
606,1,7,128,62,0,0,32.4,0.545,43,
607,1,1,155,0,0,0,42.9,0.279,31,
608,2,0,128,62,0,0,30.3,0.545,25,
609,2,3,128,62,24,114,33.3,0.243,31,
610,2,0,0,44,24,92,28.5,0.502,21,
611,1,7,155,62,8,0,28.9,1.182,43,
612,1,3,155,62,24,114,30.3,0.545,25,
613,2,3,0,44,24,114,33.3,0.404,43,
614,2,3,128,62,0,0,33.3,0.196,63,





1,2,1,0,0,0,0,0,0.078,21,
2,2,1,128,62,8,114,26.4,0.078,21,
3,2,1,0,62,24,15,33.3,0.078,21,
4,2,1,100,62,24,15,23.6,0.127,21,
5,2,1,0,62,8,0,18.2,0.13,21,
6,2,1,100,44,24,88,18.2,0.13,21,
7,2,1,0,44,0,0,28.9,0.13,21,
8,2,3,100,44,0,0,30.3,0.13,21,
9,2,3,0,0,0,0,0,0.166,21,
10,2,0,128,62,24,0,33.1,0.166,21,
11,2,1,128,44,0,0,23.6,0.178,21,
12,2,1,0,44,24,100,23.6,0.196,21,
13,2,0,100,62,0,0,18.2,0.243,21,
14,2,0,100,62,8,0,18.2,0.243,21,
15,1,0,100,62,0,0,33.3,0.272,21,
16,2,3,155,62,8,114,30.3,0.279,21,
17,2,3,128,62,0,0,33.3,0.303,21,
18,2,1,100,62,8,0,23.6,0.303,21,
19,2,1,100,44,0,0,23.6,0.314,21,
20,2,1,100,62,8,0,28.9,0.347,21,
21,2,0,128,62,24,0,42.7,0.347,21,
22,2,1,0,62,24,0,30.3,0.385,21,
23,2,1,128,62,24,114,37.2,0.399,21,
24,2,1,100,62,8,0,26.4,0.399,21,
25,2,1,0,62,24,15,33.1,0.404,21,
26,2,3,0,62,24,88,33.1,0.404,21,
27,2,1,100,44,24,114,33.3,0.404,21,
28,2,1,0,62,24,15,28.9,0.404,21,
29,2,1,100,62,8,0,30.3,0.404,21,
30,2,1,0,44,8,0,18.2,0.404,21,
31,2,1,0,62,24,15,38.1,0.404,21,
32,2,1,0,62,8,114,23,0.452,21,
33,2,1,100,44,24,100,37.2,0.452,21,
34,1,0,128,44,24,114,33.3,0.502,21,
35,2,1,0,0,8,15,27.7,0.545,21,
36,2,1,100,44,8,114,23.6,0.545,21,
37,2,0,100,62,24,114,33.3,0.545,21,
38,1,0,155,62,8,114,30.3,0.545,21,
39,2,1,0,62,24,15,36.7,0.545,21,
40,2,1,0,62,8,15,30.3,0.545,21,
41,1,1,0,62,24,114,37.9,0.545,21,
42,2,1,128,62,8,15,23.6,0.545,21,
43,2,1,0,44,8,88,23.6,0.545,21,
44,1,3,128,62,0,0,43.6,0.545,21,
45,1,3,100,62,8,15,22.9,0.545,21,
46,2,1,128,62,24,114,28.9,0.545,21,
47,2,1,100,44,8,114,23.6,0.893,21,
48,1,1,155,62,24,0,42.9,1.282,21,
49,2,3,100,62,24,15,33.3,0.243,25,
50,2,3,100,62,24,114,36.7,0.13,25,
51,1,0,128,0,0,0,42.9,0.243,25,
52,2,3,100,62,0,0,23.6,0.243,25,
53,2,0,100,62,8,15,30.3,0.279,25,
54,2,1,0,44,8,0,27.7,0.279,25,
55,2,1,100,44,24,15,33.3,0.279,25,
56,2,3,0,44,24,0,33.3,0.279,25,
57,2,3,0,62,24,0,38.1,0.166,25,
58,2,1,100,62,24,0,27.7,0.078,25,
59,2,0,100,62,24,114,43.6,0.166,25,
60,2,1,0,62,24,15,23.6,0.186,25,
61,2,3,0,44,24,15,33.3,0.314,25,
62,2,1,100,62,8,92,33.3,0.314,25,
63,2,1,128,62,24,114,38.1,0.314,25,
64,1,3,128,62,24,114,30.3,0.347,25,
65,2,3,0,62,24,0,37.2,0.347,25,
66,1,1,128,62,24,0,48.3,0.347,25,
67,2,3,0,62,0,0,18.2,0.385,25,
68,2,3,100,62,0,0,33.3,0.385,25,
69,2,3,100,62,0,0,23.6,0.196,25,
70,2,3,100,62,8,100,27.9,0.078,25,
71,2,3,128,62,24,114,28.5,0.404,25,
72,1,1,128,44,24,114,30.3,0.404,25,
73,2,3,100,62,0,0,30.3,0.452,25,
74,2,1,100,62,8,0,28.5,0.078,25,
75,1,3,155,62,0,0,43.6,0.452,25,
76,1,3,128,62,8,114,33.3,0.537,25,
77,2,0,100,62,0,0,33.3,0.196,25,
78,2,3,100,62,8,114,33.3,0.545,25,
79,2,3,100,62,24,0,33.3,0.545,25,
80,2,1,100,62,24,114,32.4,0.545,25,
81,2,0,100,62,8,100,28.9,0.545,25,
82,2,1,128,62,24,114,33.1,0.545,25,
83,1,3,155,62,24,0,33.3,0.239,25,
84,2,1,128,62,24,0,41.3,0.545,25,
85,2,3,128,62,24,114,46.1,0.545,25,
86,2,0,0,62,0,0,32.4,0.545,25,
87,2,3,100,62,8,15,30.3,0.893,25,
88,2,3,100,62,0,0,43.6,0.893,25,
89,1,0,155,62,24,0,33.3,0.404,31,
90,2,7,100,62,24,15,23.6,0.13,31,
91,2,3,0,62,24,0,23.6,0.303,31,
92,1,1,155,62,8,114,23.3,0.447,31,
93,2,3,100,62,24,100,38.1,0.243,31,
94,1,3,100,62,0,0,30.3,0.196,31,
95,1,7,100,62,24,114,30.3,0.196,31,
96,1,3,155,62,0,0,30.3,0.314,31,
97,2,7,0,44,0,0,32.4,0.178,31,
98,2,3,128,44,8,114,26.4,0.502,31,
99,1,7,155,62,0,0,37.9,0.537,31,
100,1,1,155,62,24,114,33.3,0.314,31,
101,2,3,0,62,0,0,23.6,0.545,31,
102,1,7,100,62,24,114,27.9,0.545,31,
103,1,1,100,62,24,114,48.3,0.314,31,
104,1,7,100,62,24,0,38.1,0.344,31,
105,2,7,0,62,0,0,33.3,0.243,31,
106,1,3,155,62,0,0,48.3,0.196,31,
107,2,3,100,62,24,114,33.3,0.545,31,
108,2,3,155,62,24,114,38.1,0.545,31,
109,1,7,155,62,24,114,38.1,0.545,31,
110,2,7,128,62,24,114,33.3,0.545,31,
111,2,7,100,62,24,114,23.6,0.13,31,
112,1,7,155,44,24,114,33.3,0.545,31,
113,2,7,100,44,0,0,30.3,0.347,31,
114,1,1,155,62,0,0,36.7,0.078,31,
115,1,3,155,62,0,0,32.9,0.13,31,
116,1,3,128,62,24,88,33.3,0.279,31,
117,2,1,0,62,24,0,26.4,0.347,31,
118,2,1,0,62,24,0,33.3,0.279,31,
119,2,3,0,62,0,0,30.3,0.347,31,
120,1,3,155,44,8,114,32.9,0.545,31,
121,2,7,100,62,24,114,33.3,0.279,31,
122,2,7,128,62,24,0,30.3,0.385,31,
123,2,1,100,62,24,114,38.1,1.159,31,
124,1,3,100,44,8,114,26.4,1.282,31,
125,2,3,100,62,0,0,23,0.243,31,
126,1,0,128,0,24,114,42.9,1.893,31,
127,1,7,128,0,24,0,38.1,0.545,43,
128,2,7,100,62,8,0,18.2,0.196,43,
129,1,7,155,62,8,114,23.6,0.314,43,
130,1,7,128,62,24,114,38.1,0.404,43,
131,1,7,128,62,24,15,26.4,0.545,43,
132,1,3,100,62,0,0,30.3,0.314,43,
133,2,7,128,62,0,0,28.9,0.196,43,
134,1,7,128,62,24,114,30.3,0.127,43,
135,1,3,155,62,24,114,43.6,0.893,43,
136,1,7,100,62,24,0,46.1,0.893,43,
137,1,7,100,62,0,0,0,0.196,43,
138,1,7,100,62,24,114,38.1,0.545,43,
139,1,7,155,62,24,114,33.3,1.282,43,
140,2,7,100,62,0,0,37.2,0.303,43,
141,2,3,155,62,0,0,38.1,1.4,43,
142,1,7,155,62,24,114,28.9,0.545,55,
143,2,7,0,62,0,0,23.6,0.196,55,
144,2,0,155,62,24,114,46.1,1.159,55,
145,2,7,100,62,0,0,23.6,0.545,55,
146,1,3,128,62,0,0,23.6,0.272,55,
147,2,3,128,62,0,114,18.2,0.545,55,
148,2,7,100,62,0,0,23.6,0.404,63,
149,2,3,128,62,8,0,32.4,0.196,63,
150,2,3,128,62,0,0,0,0.545,66,
151,2,7,155,62,0,0,23.6,0.545,66,
152,1,1,155,62,0,0,30.3,0.545,66,
153,1,3,128,62,8,0,32.4,0.196,66,
154,2,3,128,62,0,0,26.4,0.186,66,
次数:7
recog-right:0.688312
recog-worng:0.311688
recog-cannot:0
nodenumber:475
aaaa==  409
1,2,3,100,62,0,0,18.2,0.13,21,
2,2,3,0,62,0,0,33.3,0.385,25,
3,2,1,100,44,8,114,33.3,0.078,31,
4,1,3,100,62,8,114,28.9,1.114,43,
5,2,3,100,0,0,0,0,0.186,25,
6,2,3,0,0,0,0,27.9,0.545,31,
7,1,7,100,62,24,0,26.4,0.13,31,
8,2,7,0,62,0,0,36.7,0.452,55,
9,1,0,128,0,0,0,41.8,0.196,25,
10,1,3,155,62,24,114,38.1,0.395,25,
11,1,3,100,62,0,0,30.3,0.196,31,
12,1,3,155,0,0,0,27.9,0.196,31,
13,1,3,0,62,24,0,40.9,0.344,31,
14,2,3,100,62,24,114,33.1,0.196,21,
15,2,7,128,62,8,100,18.2,0.243,55,
16,1,7,100,62,24,114,27.9,0.545,31,
17,2,3,100,62,24,15,30.3,0.078,31,
18,2,1,0,62,8,0,26.4,1.076,21,
19,1,3,155,62,24,114,30.3,0.545,25,
20,1,1,155,62,24,114,33.3,0.545,25,
21,2,1,100,62,24,15,38.1,0.545,25,
22,2,3,100,62,24,0,32.4,0.545,25,
23,2,0,100,62,8,88,0,1.4,21,
24,2,3,0,44,8,15,23.6,0.13,21,
25,2,1,100,62,24,114,38.1,0.166,21,
26,2,7,155,62,0,0,26.4,0.279,31,
27,2,3,100,62,8,114,30.3,0.404,31,
28,1,7,128,62,24,114,37.9,0.545,31,
29,1,3,128,44,24,114,30.3,0.13,25,
30,1,3,128,62,24,0,38.1,0.545,31,
31,1,3,155,44,8,114,32.9,0.545,31,
32,1,3,128,62,8,15,27.9,0.314,31,
33,2,3,100,62,24,114,38.1,0.13,25,
34,1,3,128,0,0,0,28.9,0.545,25,
35,1,3,128,62,24,114,30.3,0.452,55,
36,2,3,100,44,8,114,30.3,0.279,21,
37,1,1,100,62,0,0,42.9,0.545,21,
38,1,3,100,62,24,114,37,1.282,55,
39,2,3,155,62,0,0,28.9,0.196,63,
40,2,1,0,62,24,15,33.1,0.404,21,
41,2,3,0,62,24,0,32.4,0.13,31,
42,2,7,0,62,24,0,32.4,0.078,31,
43,2,3,0,44,24,114,23.6,0.893,31,
44,2,7,100,62,0,0,38.1,0.186,43,
45,2,0,128,62,24,0,26.4,0.196,55,
46,2,3,100,62,8,100,23.6,0.078,21,
47,1,0,128,44,24,114,33.3,0.502,21,
48,1,0,100,0,0,0,32.4,0.13,21,
49,1,3,155,62,0,0,43.6,0.452,25,
50,2,7,100,0,0,0,0,0.303,21,
51,1,3,155,62,24,114,33.3,0.893,31,
52,2,3,0,44,8,15,27.7,0.303,25,
53,2,1,0,62,24,15,30.3,0.347,25,
54,1,7,155,62,24,114,37.2,0.545,55,
55,2,3,128,62,0,0,33.3,0.13,43,
56,1,7,128,62,24,15,26.4,0.545,43,
57,2,1,100,62,24,114,44.6,0.502,25,
58,2,7,155,62,0,0,23.6,0.545,66,
59,1,1,155,62,24,114,33.3,0.314,31,
60,2,7,0,62,8,0,23,0.545,55,
61,2,0,100,62,24,0,23.6,0.196,21,
62,2,1,0,44,8,114,33.3,0.452,21,
63,2,1,100,62,8,0,28.5,0.078,25,
64,2,3,0,62,24,15,28.9,0.347,21,
65,2,3,100,62,24,114,26.4,0.545,25,
66,1,7,128,62,0,0,32.9,0.243,31,
67,2,0,0,62,24,114,38.1,0.347,25,
68,2,1,128,62,24,114,33.1,0.545,25,
69,2,3,0,62,0,0,32.4,0.243,31,
70,2,7,0,62,0,0,23.6,0.166,31,
71,2,3,100,62,0,0,33.3,0.385,25,
72,2,7,128,62,0,0,28.9,0.196,43,
73,1,7,155,62,24,114,38.1,0.545,31,
74,2,7,0,62,0,0,33.3,0.545,66,
75,2,7,100,62,24,114,33.3,0.279,31,
76,2,1,0,44,8,0,18.2,0.404,21,
77,2,3,100,62,24,0,38.1,0.303,63,
78,2,1,128,44,0,0,28.9,0.545,25,
79,1,3,155,62,8,114,28.9,0.243,31,
80,2,1,0,44,24,15,43.5,0.545,21,
81,2,3,100,62,0,0,23.6,0.196,25,
82,2,1,100,62,8,0,28.9,0.13,21,
83,2,1,128,62,0,0,27.9,0.279,25,
84,1,7,100,62,24,114,41.8,0.545,43,
85,1,7,155,62,24,0,33.3,0.545,31,
86,1,0,100,62,24,0,32.4,0.545,31,
87,1,3,100,62,24,114,33.3,0.502,25,
88,1,7,128,62,24,114,27.9,0.243,31,
89,2,3,0,62,0,0,23,0.078,31,
90,2,7,0,62,0,0,32.4,0.385,31,
91,2,1,0,62,8,0,18.2,0.13,21,
92,1,0,128,62,24,0,33.3,0.196,21,
93,2,3,128,62,0,0,33.3,0.196,63,
94,2,3,100,62,8,114,33.3,0.545,25,
95,1,1,100,62,24,0,33.3,0.537,21,
96,2,7,128,44,24,114,28.5,0.545,55,
97,2,1,0,62,8,15,18.2,0.243,21,
98,2,0,0,44,0,0,33.3,0.243,25,
99,2,3,0,62,8,15,33.3,0.893,43,
100,2,7,100,62,24,0,33.3,0.178,43,
101,2,7,155,62,24,0,33.3,0.13,55,
102,2,3,100,62,24,15,28.9,0.404,31,
103,2,1,128,62,24,114,37.2,0.399,21,