pima.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

472,2,3,100,76,0,0,23,0.243,31,
473,2,7,100,76,8,0,26.4,0.243,55,
474,2,1,44,62,8,114,36.7,0.452,25,
475,2,0,128,76,32,114,41.3,0.243,25,
476,2,1,100,44,8,114,23.6,0.545,21,
477,1,7,100,62,0,0,32.4,0.272,31,
478,1,3,128,76,32,114,30.3,0.347,25,
479,2,1,100,44,8,114,23.6,0.893,21,
480,1,0,128,76,32,0,41.8,0.347,21,
481,2,7,44,62,8,0,23,0.545,55,
482,1,3,100,76,0,0,30.3,0.178,31,
483,2,0,44,62,8,15,33.3,0.545,21,
484,2,3,100,44,24,0,23.6,0.196,25,
485,1,7,155,76,32,0,33.3,0.347,31,
486,1,7,44,76,32,0,33.3,0.545,55,
487,2,7,44,76,0,0,33.3,0.385,43,
488,2,7,44,76,32,0,32.4,0.078,31,
489,1,7,155,76,0,0,38.1,0.314,31,
490,2,1,100,44,8,15,23.6,0.502,25,
491,1,7,155,76,24,114,45.4,0.545,43,
492,2,0,100,62,8,0,18.2,0.243,21,
493,2,1,100,62,0,0,30.3,0.13,21,
494,2,7,100,76,0,0,37.2,0.303,43,
495,2,3,100,44,8,114,23.6,0.545,31,
496,1,1,100,44,32,114,33.3,0.893,25,
497,1,3,155,0,0,0,27.9,0.196,31,
498,2,3,100,76,24,0,38.1,0.279,31,
499,1,3,155,76,32,114,38.1,1.893,25,
500,2,0,100,62,24,15,30.3,0.545,21,
501,2,7,155,62,0,0,33.3,0.196,31,
502,2,3,44,62,0,0,23.6,0.545,31,
503,2,3,155,62,8,114,30.3,0.299,31,
504,2,3,128,76,0,114,18.2,0.545,55,
505,1,7,155,62,0,0,23.6,1.182,31,
506,2,0,100,76,0,0,44.6,0.545,21,
507,2,3,100,0,0,0,23.3,0.186,21,
508,2,3,100,44,8,15,30.3,0.399,25,
509,2,3,44,44,32,0,33.3,0.279,25,
510,2,1,0,62,8,15,27.7,0.299,21,
511,2,3,155,62,24,15,33.3,0.243,25,
512,2,1,44,0,0,0,0,0.078,21,
513,2,1,100,44,32,114,33.3,0.404,21,
514,2,3,155,62,8,114,30.3,0.279,21,
515,2,0,155,76,32,114,48.3,0.404,21,
516,2,1,100,62,8,0,23.6,0.303,21,
517,2,1,155,62,32,114,38.1,0.13,25,
518,2,3,44,76,8,15,26.4,0.303,21,
519,2,7,100,62,8,15,18.2,0.545,43,
520,2,3,155,76,24,0,28.5,0.545,31,
521,2,1,100,0,8,114,23,0.404,25,
522,1,7,100,76,32,0,32.9,0.545,43,
523,2,3,100,76,8,114,30.3,0.404,31,
524,2,7,100,76,0,0,38.1,0.186,31,
525,1,7,155,76,0,0,30.3,0.13,43,
526,1,3,100,76,0,0,48.3,0.196,25,
527,1,7,155,62,8,114,23.6,0.314,43,
528,2,3,44,62,24,100,30.3,0.545,25,
529,2,3,100,62,0,0,28.9,0.078,31,
530,2,3,44,62,8,15,30.3,0.545,31,
531,2,1,44,62,8,15,26.4,0.279,21,
532,2,3,44,76,32,0,38.1,0.166,25,
533,1,3,128,76,24,114,30.3,0.452,55,
534,1,7,100,44,24,0,26.4,0.296,25,
535,2,3,44,76,0,0,41.8,0.196,25,
536,1,0,128,0,0,0,42.9,0.243,25,
537,1,7,155,62,32,114,28.9,0.545,55,
538,1,7,155,62,24,0,33.3,0.196,31,
539,2,1,100,44,24,100,37.2,0.452,21,
540,2,1,44,62,24,0,27.9,0.545,21,
541,2,1,44,62,32,15,41.3,0.893,25,
542,1,0,128,76,32,114,48.3,0.314,25,
543,1,3,155,76,0,0,45.4,0.314,25,
544,1,1,100,76,0,0,26.4,0.243,43,
545,2,1,100,0,32,15,42.9,0.178,31,
546,2,3,44,44,8,15,23.6,0.243,21,
547,1,0,100,62,0,0,33.3,0.243,43,
548,2,3,100,62,24,0,23.6,0.196,25,
549,1,0,128,0,0,0,41.8,0.196,25,
550,2,7,155,76,0,0,23.6,0.545,66,
551,2,0,100,62,0,0,23.6,0.545,31,
552,2,1,100,0,0,0,18.2,0.545,66,
553,2,0,100,76,24,114,26.4,0.502,21,
554,2,1,100,44,8,100,33.3,0.452,25,
555,1,1,100,62,0,0,38.1,0.279,31,
556,2,1,100,76,8,15,18.2,0.452,21,
557,2,3,44,76,8,15,18.2,0.279,25,
558,2,7,44,76,24,15,28.9,0.545,31,
559,2,3,44,0,0,0,27.9,0.545,31,
560,1,1,128,76,32,0,48.3,0.347,25,
561,1,3,155,76,24,114,43.6,0.893,43,
562,1,3,155,44,32,0,37.2,0.545,21,
563,1,7,155,76,24,114,33.3,1.282,43,
564,2,1,44,62,8,15,18.2,0.545,25,
565,1,3,128,76,0,0,38.1,0.502,66,
566,1,3,128,76,0,0,30.3,0.537,55,
567,2,3,44,44,24,15,33.3,0.314,25,
568,2,1,100,62,24,114,33.3,0.502,25,
569,1,1,155,0,0,0,42.9,0.279,31,
570,2,3,128,62,32,114,28.5,0.404,25,
571,2,1,100,62,24,0,36.7,0.314,25,
572,2,0,100,76,0,0,18.2,0.243,21,
573,2,1,128,62,24,114,23.6,0.545,21,
574,1,0,155,76,8,114,30.3,0.545,21,
575,2,3,100,62,24,114,42.9,0.452,25,
576,2,3,44,62,32,114,30.3,0.078,43,
577,1,7,100,62,24,114,30.3,0.196,31,
578,2,3,100,44,24,15,28.9,0.404,21,
579,1,7,155,62,0,0,37.9,0.537,31,
580,2,1,44,62,8,0,26.4,0.078,21,
581,2,3,44,44,8,0,18.2,0.404,21,
582,2,0,100,62,32,114,41.3,0.166,21,
583,2,1,100,44,8,114,33.3,0.078,31,
584,2,0,44,44,8,15,27.7,0.243,21,
585,1,0,100,62,24,114,33.3,0.196,31,
586,1,3,100,62,0,0,26.4,0.347,25,
587,2,0,44,0,0,0,0,0.243,25,
588,2,1,44,62,0,0,18.2,0.404,25,
589,2,7,100,76,24,0,26.4,0.502,43,
590,2,3,128,76,8,114,33.3,0.196,21,
591,1,3,155,62,32,114,30.3,0.545,25,
592,1,1,155,62,8,114,23.3,0.447,31,
593,2,3,100,44,8,114,30.3,0.279,21,
594,2,1,128,62,8,114,23.6,0.385,21,
595,2,0,155,76,32,114,46.1,0.243,25,
596,2,3,100,62,0,0,43.6,0.893,25,
597,2,1,100,62,24,0,26.4,0.196,21,
598,1,7,155,62,32,114,23.6,0.13,55,
599,2,7,128,62,24,114,23.6,0.545,43,
600,1,1,155,76,0,0,30.3,0.545,66,
601,1,7,128,62,32,100,37,0.13,43,
602,1,1,128,76,32,15,30.3,1.282,31,
603,1,7,128,62,0,0,32.9,0.243,31,
604,1,7,155,76,24,114,33.3,1.182,31,
605,1,3,128,62,8,114,33.3,0.537,25,
606,2,1,44,0,0,0,18.2,0.078,21,
607,2,3,44,44,8,15,27.7,0.303,25,
608,2,3,100,0,0,0,0,0.186,25,
609,1,0,128,44,32,114,33.3,0.502,21,
610,2,1,44,76,8,15,23.6,0.243,21,
611,2,1,44,76,24,15,33.3,0.078,21,
612,2,3,128,44,24,114,28.9,0.279,31,
613,1,3,100,62,8,0,28.9,0.347,25,
614,2,1,100,76,0,0,32.4,0.243,43,





1,2,1,155,62,8,114,23.6,0.078,21,
2,2,0,100,76,24,15,44.6,0.078,21,
3,1,1,100,76,32,114,45.4,0.127,21,
4,2,3,44,0,0,0,0,0.166,21,
5,2,1,100,44,0,0,23.6,0.186,21,
6,2,1,100,44,8,15,18.2,0.196,21,
7,2,1,44,62,8,15,28.9,0.196,21,
8,2,0,128,62,8,114,18.2,0.196,21,
9,2,3,128,62,24,114,32.4,0.196,21,
10,2,3,100,62,24,114,33.1,0.196,21,
11,2,0,100,76,32,15,33.3,0.196,21,
12,2,3,44,76,8,15,23,0.196,21,
13,2,1,100,76,32,114,33.3,0.196,21,
14,2,0,44,76,24,114,38.1,0.196,21,
15,2,0,44,0,0,0,23.6,0.243,21,
16,2,1,128,76,0,0,18.2,0.243,21,
17,2,1,100,62,32,114,38.1,0.279,21,
18,2,3,128,62,0,0,23,0.314,21,
19,2,1,100,44,0,0,23.6,0.314,21,
20,1,0,128,62,32,114,41.8,0.347,21,
21,2,1,100,62,8,0,28.9,0.347,21,
22,2,0,44,62,24,114,43.5,0.347,21,
23,2,1,128,62,32,114,37.2,0.399,21,
24,2,3,44,62,32,15,33.1,0.404,21,
25,2,1,100,44,24,114,28.9,0.404,21,
26,2,1,100,62,8,0,30.3,0.404,21,
27,2,1,44,62,24,15,38.1,0.404,21,
28,2,0,100,62,8,114,27.7,0.452,21,
29,2,1,128,62,8,100,23.6,0.452,21,
30,2,1,155,44,8,114,23.6,0.545,21,
31,2,1,100,44,8,114,23.6,0.545,21,
32,2,0,100,76,32,114,33.3,0.545,21,
33,2,1,100,62,32,15,38.1,0.545,21,
34,2,3,44,76,0,0,42.7,0.545,21,
35,2,1,44,44,8,0,23.6,0.545,21,
36,1,3,128,76,0,0,43.6,0.545,21,
37,1,3,100,62,8,15,22.9,0.545,21,
38,2,1,44,44,8,15,23.6,0.545,21,
39,2,1,44,44,8,15,30.3,0.893,21,
40,1,0,155,44,24,114,33.3,0.893,21,
41,2,1,128,76,8,114,41.8,1.076,21,
42,1,3,128,62,0,0,30.3,1.182,21,
43,2,1,44,44,24,15,33.3,1.251,21,
44,1,1,155,76,32,0,42.9,1.282,21,
45,2,3,100,62,24,114,36.7,0.13,25,
46,2,3,100,62,32,114,38.1,0.13,25,
47,2,0,100,62,8,15,30.3,0.279,25,
48,2,3,100,62,0,0,23.6,0.279,25,
49,2,0,128,76,32,114,38.1,0.279,25,
50,2,3,100,76,32,114,33.1,0.303,25,
51,2,1,100,62,24,15,38.1,0.314,25,
52,2,3,44,44,8,15,18.2,0.314,25,
53,1,3,155,62,0,0,30.3,0.344,25,
54,2,3,44,0,0,0,23.6,0.186,25,
55,2,1,44,76,0,0,18.2,0.196,25,
56,2,1,100,76,24,114,33.3,0.452,25,
57,1,3,100,62,24,0,30.3,0.196,25,
58,2,3,100,62,0,0,30.3,0.452,25,
59,2,1,100,76,24,114,33.3,0.452,25,
60,2,1,100,62,8,0,28.5,0.078,25,
61,1,1,44,0,32,96,48.3,0.452,25,
62,1,3,100,44,0,0,33.3,0.127,25,
63,2,1,100,44,32,15,33.3,0.196,25,
64,1,1,100,62,24,114,32.9,0.545,25,
65,2,1,128,62,24,114,33.1,0.545,25,
66,2,1,100,76,0,0,37.2,0.196,25,
67,2,1,44,62,32,0,38.1,0.196,25,
68,2,0,100,76,8,100,28.9,0.545,25,
69,1,1,155,44,24,114,38.1,0.239,25,
70,1,0,155,0,0,0,32.3,0.545,25,
71,1,3,44,44,32,15,30.3,0.243,25,
72,1,1,100,76,32,114,45.4,0.545,25,
73,2,3,100,44,32,0,28.9,0.545,25,
74,1,3,44,76,24,15,33.3,1.282,25,
75,1,0,128,62,8,114,30.3,1.282,25,
76,2,7,128,76,0,0,33.1,0.404,31,
77,1,7,100,62,24,0,26.4,0.13,31,
78,2,3,44,62,24,0,28.9,0.196,31,
79,2,3,100,76,24,15,28.9,0.404,31,
80,2,7,44,76,0,0,33.3,0.243,31,
81,1,3,155,62,0,0,30.3,0.314,31,
82,2,3,44,0,0,0,28.9,0.452,31,
83,2,3,44,76,8,0,28.9,0.314,31,
84,1,7,128,76,32,114,42.9,0.502,31,
85,2,3,128,62,24,114,33.3,0.243,31,
86,1,3,128,76,8,15,27.9,0.314,31,
87,1,1,100,76,32,114,48.3,0.314,31,
88,2,7,44,62,24,15,33.3,0.545,31,
89,2,3,100,76,0,0,36.7,0.545,31,
90,2,3,100,62,32,114,33.3,0.545,31,
91,1,3,155,76,32,114,37,0.243,31,
92,1,7,155,62,24,0,33.3,0.545,31,
93,1,3,0,62,32,0,38.1,0.545,31,
94,1,3,155,62,0,0,48.3,0.196,31,
95,2,3,155,76,32,114,38.1,0.545,31,
96,1,3,128,76,0,0,48.3,0.196,31,
97,1,0,128,76,0,0,30.3,0.545,31,
98,1,7,155,76,8,0,30.3,0.545,31,
99,1,7,155,62,32,114,37.2,0.243,31,
100,2,7,44,62,8,0,30.3,0.545,31,
101,1,7,128,62,32,114,41.8,0.545,31,
102,1,3,155,62,8,114,28.9,0.347,31,
103,1,1,128,62,24,114,28.9,0.347,31,
104,1,3,155,62,0,0,32.9,0.13,31,
105,1,3,155,44,8,114,32.9,0.545,31,
106,2,1,44,76,24,0,33.3,0.279,31,
107,1,3,100,62,0,0,37.2,0.243,31,
108,2,7,128,76,32,0,30.3,0.385,31,
109,2,7,100,62,0,0,30.3,0.243,31,
110,2,3,100,62,32,15,30.3,0.078,31,
111,2,1,44,62,8,0,23.6,1.114,31,
112,1,7,100,44,0,0,33.3,1.114,31,
113,2,7,128,76,32,114,38.1,1.159,31,
114,2,1,100,76,32,114,38.1,1.159,31,
115,1,1,128,76,32,114,42.9,1.182,31,
116,1,1,155,62,0,0,38.1,1.182,31,
117,2,7,128,76,8,114,32.4,0.243,31,
118,1,0,128,0,32,114,42.9,1.893,31,
119,1,7,155,62,24,114,33.3,0.537,43,
120,1,7,128,0,24,0,38.1,0.545,43,
121,1,7,100,76,24,114,28.5,0.545,43,
122,1,7,155,62,32,114,40.9,0.545,43,
123,1,7,100,76,32,114,41.8,0.545,43,
124,1,7,100,76,32,0,42.9,0.239,43,
125,1,3,155,62,8,114,23.6,0.545,43,
126,1,7,44,62,24,0,28.9,0.296,43,
127,1,7,100,76,24,114,33.3,0.404,43,
128,2,3,128,76,0,0,33.3,0.13,43,
129,1,1,128,76,32,114,46.1,0.314,43,
130,1,1,128,76,24,114,32.4,0.196,43,
131,1,7,128,62,0,0,33.3,0.545,43,
132,1,3,100,76,0,0,30.3,0.314,43,
133,1,3,155,62,0,0,23.6,0.178,43,
134,2,7,100,62,32,0,33.3,0.178,43,
135,2,1,155,76,32,15,32.4,0.314,43,
136,2,7,128,76,24,100,30.3,0.13,43,
137,2,3,44,44,32,114,33.3,0.404,43,
138,2,7,44,76,8,15,33.3,0.279,43,
139,1,7,44,62,0,114,26.4,0.893,43,
140,2,7,100,62,32,100,37.2,0.196,43,
141,2,0,100,0,0,0,33.3,0.893,43,
142,2,1,100,62,0,0,23.3,0.545,43,
143,2,7,100,76,8,0,18.2,0.196,43,
144,2,7,44,62,32,15,33.3,0.347,43,
145,1,3,155,76,24,114,33.3,1.114,43,
146,1,7,100,76,24,0,33.3,1.114,43,
147,1,7,100,62,32,114,38.1,0.545,43,
148,2,7,100,62,8,0,23,1.4,43,
149,2,1,128,44,0,0,26.4,0.545,55,
150,2,0,155,76,32,114,46.1,1.159,55,
151,1,3,100,62,32,114,37,1.282,55,
152,2,0,128,76,24,0,26.4,0.196,55,
153,2,3,128,76,0,0,33.3,0.196,63,
154,1,3,155,76,0,0,33.3,0.272,66,
次数:8
recog-right:0.603896
recog-worng:0.376623
recog-cannot:0.0194805
nodenumber:442
aaaa==  399
1,2,1,100,62,24,114,30.3,0.404,31,
2,1,3,155,76,24,114,33.3,1.114,43,
3,1,7,100,0,0,0,0,0.243,25,
4,2,3,44,76,0,0,42.7,0.545,21,
5,1,1,128,76,24,114,32.4,0.196,43,
6,2,3,44,62,8,15,18.2,0.279,25,
7,1,7,100,62,24,0,26.4,0.13,31,
8,2,0,128,76,32,114,41.3,0.243,25,
9,2,1,44,62,24,15,28.9,0.404,21,
10,2,1,44,44,8,114,28.5,1.4,25,
11,1,7,128,62,0,0,33.3,0.127,31,
12,2,7,128,76,0,0,28.9,0.196,43,
13,1,3,155,62,0,0,32.9,0.13,31,
14,2,7,44,62,0,0,28.9,0.299,31,
15,1,1,155,0,0,0,42.9,0.279,31,
16,2,3,100,76,32,114,48.3,0.545,21,
17,2,1,100,44,32,114,41.8,0.502,25,
18,2,0,44,62,24,114,43.5,0.347,21,
19,1,7,155,76,0,0,46.1,0.13,43,
20,1,7,155,62,24,0,43.6,0.402,43,
21,1,1,100,76,0,0,26.4,0.243,43,
22,1,0,128,0,0,0,42.9,0.243,25,
23,1,3,128,76,32,15,33.3,0.279,31,
24,1,3,100,76,24,0,26.4,0.545,43,
25,1,7,44,76,32,0,33.3,0.545,55,
26,2,0,44,76,32,15,33.3,0.314,25,
27,1,1,100,44,0,0,28.9,0.347,43,
28,2,0,44,44,0,0,18.2,0.545,66,
29,2,7,100,0,0,0,33.3,0.13,25,
30,2,1,44,62,0,0,18.2,0.404,25,
31,2,1,128,76,8,114,26.4,0.078,21,
32,1,7,155,76,8,0,30.3,0.545,31,
33,1,0,100,62,24,114,33.3,0.196,31,
34,1,3,128,44,0,0,23.6,0.402,21,
35,2,3,100,62,32,114,38.1,0.13,25,
36,2,3,128,76,0,0,33.3,0.13,43,
37,1,0,155,76,32,0,48.3,1.893,25,
38,2,1,128,62,32,114,37.2,0.399,21,
39,2,7,44,76,0,0,33.3,0.385,43,
40,1,7,100,76,32,0,46.1,0.893,43,
41,2,1,128,76,8,114,41.8,1.076,21,
42,1,3,128,62,8,114,33.3,0.537,25,
43,2,1,100,62,8,0,23.6,0.303,21,
44,2,7,44,76,32,15,46.1,0.243,31,
45,2,3,44,62,0,0,33.3,0.385,25,
46,1,7,155,76,24,114,45.4,0.545,43,
47,2,3,128,62,0,0,26.4,0.243,31,
48,2,0,44,76,0,0,32.4,0.545,25,
49,1,0,155,76,32,100,48.3,0.545,25,
50,2,7,128,76,8,114,32.4,0.243,31,
51,2,0,100,62,24,15,30.3,0.545,21,
52,2,1,100,44,8,0,27.9,0.178,25,
53,2,1,44,62,8,15,23.6,0.545,31,
54,2,0,100,76,0,0,33.3,0.196,25,
55,2,0,128,76,32,114,38.1,0.279,25,
56,2,3,100,62,32,15,30.3,0.078,31,
57,2,1,100,44,24,114,28.5,0.545,21,
58,2,0,44,62,32,100,44.6,0.347,21,
59,2,1,100,44,8,100,28.9,0.545,21,
60,2,1,44,62,32,15,41.3,0.893,25,
61,1,3,44,44,32,15,30.3,0.243,25,
62,1,0,155,62,32,114,41.3,0.502,25,
63,2,1,100,62,32,15,23.6,0.127,21,
64,2,1,100,44,8,114,23.6,0.893,21,