machine.txt

chi2实验(序列)是基于概率统计的连续属性离散化方法

2   3   3   2   2   1   3   3   1   3   3   1   1   1   1   1   1   1   1   1   1   1   1   2   2   1   2   2   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1
1   1   2   2   1   1   1   1   2   1   3   3   2   2   3   4   2
1   2   1   1   1   1   1   1   1   4   4
3   1   1   1   2   2   1   1   2   2   4   4   2   1   3   3   1   2
2   2   1   3   2   2   2   4   5   5   4   1   1   1
1   1   1   1   1   3   3   2   1   2   2   2   5   5   1   5   5   1   1   2   2   3   1   1   2
1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   2   1   1   2   1   1   1   1   1   1   1   1   1   1   1
1   1   1   1   1   2   1
******************************
     Modified Chi2
******************************
离散化前断点个数为：
49
18
12
19
15
26
58
i=4 maxd=1.59589
i=6 maxd=1.39912
i=6 maxd=2.59821
i=2 maxd=1.36622
i=1 maxd=1.18234
i=6 maxd=0.980167
i=6 maxd=1.39616
i=5 maxd=0.832
i=4 maxd=0.813549
i=4 maxd=1.44946
i=1 maxd=0.637148
i=2 maxd=0.413752
i=1 maxd=0.279786
i=5 maxd=0.0594769
i=1 maxd=0
i=6 maxd=2.02951
aaaa=0.75
46
16
12
16
13
21
58
i=1 maxd=1.64333
i=1 maxd=1.62391
i=1 maxd=1.90607
i=1 maxd=1.385
i=4 maxd=1.29909
i=1 maxd=1.12775
i=4 maxd=1.03211
i=4 maxd=0.60871
i=4 maxd=0.792222
i=5 maxd=0.272758
i=6 maxd=0.12
i=7 maxd=0.12
i=4 maxd=0.116093
i=3 maxd=0.0996296
i=1 maxd=0.0616667
i=1 maxd=0.0319512
i=1 maxd=2.86635
i=1 maxd=2.50287
i=1 maxd=2.74209
i=1 maxd=2.85684
i=7 maxd=0.01
i=1 maxd=0
i=6 maxd=2.30154
aaaa=0.9
35
16
11
11
12
19
56
i=6 maxd=6.36359
i=4 maxd=1.85
i=2 maxd=1.70524
i=5 maxd=1.67624
i=5 maxd=1.6736
i=2 maxd=1.67154
i=2 maxd=2.89571
i=6 maxd=1.65444
i=6 maxd=1.64
i=6 maxd=7.03048
i=6 maxd=5.68211
i=6 maxd=3.11273
i=5 maxd=1.49931
i=1 maxd=1.4225
i=1 maxd=2.02333
i=1 maxd=1.38778
i=1 maxd=1.58778
i=1 maxd=1.36
i=6 maxd=1.3159
i=7 maxd=1.31556
i=7 maxd=1.44143
i=1 maxd=1.27
i=7 maxd=1.1975
i=1 maxd=1.18653
i=1 maxd=1.63632
i=1 maxd=1.44
i=2 maxd=1.14102
i=7 maxd=1.12111
i=7 maxd=1.41952
i=7 maxd=1.14158
i=7 maxd=1.22301
i=1 maxd=1.0975
i=3 maxd=0.967408
i=3 maxd=2.40634
i=2 maxd=0.965
i=6 maxd=0.905962
i=4 maxd=0.859254
i=5 maxd=0.84
i=1 maxd=0.836203
i=6 maxd=0.825182
i=1 maxd=0.76
i=1 maxd=0.843333
i=6 maxd=0.76
i=7 maxd=0.76
i=2 maxd=0.752857
i=2 maxd=2.43234
i=2 maxd=1.19196
i=4 maxd=0.61
i=4 maxd=3.18
i=7 maxd=0.61
i=7 maxd=1.38778
i=7 maxd=2.735
i=7 maxd=1.77327
i=7 maxd=1.1725
i=7 maxd=3.01171
i=7 maxd=1.46714
i=7 maxd=2.97
i=7 maxd=1.66208
i=7 maxd=2.9362
i=7 maxd=1.80048
i=7 maxd=2.90825
i=7 maxd=1.90375
i=7 maxd=1.55286
i=1 maxd=0.469656
i=1 maxd=0.857527
i=7 maxd=0.433077
i=7 maxd=0.691548
i=7 maxd=0.294722
i=7 maxd=0.367143
i=1 maxd=0.176667
i=7 maxd=0.0327273
i=7 maxd=1.24077
i=1 maxd=0
i=7 maxd=0.765
aaaa=0.95
19
8
9
7
8
9
27
i=7 maxd=1.52889
i=2 maxd=0.723753
i=5 maxd=0.64
i=5 maxd=3.71818
i=5 maxd=3.47778
i=7 maxd=0.64
i=7 maxd=0.64
i=7 maxd=1.89
i=7 maxd=1.30667
i=7 maxd=1.80667
i=7 maxd=1.44
i=7 maxd=1.04
i=7 maxd=0.64
i=7 maxd=1.99
i=7 maxd=2.76778
i=7 maxd=2.59
i=7 maxd=1.70875
i=1 maxd=0.521579
i=1 maxd=2.05304
i=4 maxd=0.334444
i=4 maxd=5.94357
i=4 maxd=1.78804
i=7 maxd=0.24
i=1 maxd=0
i=6 maxd=1.38
aaaa=0.975
17
7
9
4
5
8
13
i=6 maxd=5.79327
i=1 maxd=0.55
i=1 maxd=4.8
i=1 maxd=0.254286
i=7 maxd=0.136964
i=1 maxd=0
i=5 maxd=1.51787
aaaa=0.99
14
7
9
4
4
7
12
i=1 maxd=1.47938
i=1 maxd=3.4273
i=6 maxd=0.9
i=6 maxd=9.35518
i=7 maxd=0.48
i=2 maxd=1.82987
aaaa=0.995
12
7
9
4
4
5
12
整体离散化后断点个数为：
12
7
9
4
4
5
12
x2等级为：0.99
不一致率为：0
aaaa=0.995
11
7
9
4
4
5
12
属性：1  x2级别为0.995
aaaa=0.995
9
7
9
4
4
5
12
属性：2  x2级别为0.995
aaaa=0.995
9
7
9
4
4
5
12
属性：3  x2级别为0.995
aaaa=0.995
9
7
9
3
4
5
12
属性：4  x2级别为0.995
aaaa=0.995
9
7
9
3
3
5
12
属性：5  x2级别为0.995
aaaa=0.995
9
7
9
3
3
5
12
属性：6  x2级别为0.995
aaaa=0.995
9
7
9
3
3
5
12
属性：7  x2级别为0.995
单个属性离散化后断点个数为：
9
7
9
3
3
5
12
不一致率为：0
1,115,64,5000,48,8,8,173,3,
2,17,5000,20970,24,8,8,220,4,
3,17,5000,20970,24,8,8,220,4,
4,17,5000,20970,24,8,8,172,4,
5,17,5000,16000,24,8,8,93,3,
6,17,5000,20970,48,8,8,220,4,
7,17,16000,20970,48,8,8,220,5,
8,17,16000,20970,48,8,8,397,5,
9,17,16000,64000,48,8,8,510,8,
10,17,16000,64000,48,8,8,510,8,
11,330,1000,3000,0,0,2,37,2,
12,330,64,3000,0,0,5,37,2,
13,50,1500,6200,48,0,8,75,2,
14,50,4000,16000,48,0,8,93,3,
15,330,64,64,0,0,2,6,1,
16,180,64,16000,0,4,8,19,2,
17,115,64,2000,0,4,8,19,2,
18,115,64,5000,0,4,8,19,2,
19,115,1000,2000,0,4,8,19,2,
20,50,5000,5000,48,8,8,93,3,
21,115,1500,6200,0,4,8,19,2,
22,115,1500,6200,0,4,8,19,2,
23,115,1500,6200,0,4,8,37,2,
24,50,1500,6200,0,4,8,75,2,
25,180,64,5000,0,0,8,19,2,
26,180,64,2000,0,0,2,37,2,
27,180,64,5000,0,0,5,19,2,
28,180,64,3000,0,0,2,19,2,
29,180,64,5000,0,0,5,75,2,
30,180,64,5000,0,0,5,19,2,
31,17,1310,2620,48,8,8,220,3,
32,17,1310,2620,48,8,8,220,3,
33,50,1500,6200,24,8,8,19,2,
34,50,1500,6200,24,8,8,37,2,
35,50,5000,20970,24,8,8,93,3,
36,50,5000,20970,24,8,8,173,3,
37,50,64,2000,0,0,2,19,2,
38,50,1000,3000,0,0,5,19,2,
39,50,1500,6200,0,0,5,37,2,
40,50,1000,3000,0,0,5,19,2,
41,50,1000,6200,0,0,5,19,2,
42,50,1500,16000,0,0,5,37,2,
43,50,1500,16000,0,0,5,37,2,
44,50,1500,16000,0,0,5,37,2,
45,115,1000,6200,0,0,8,37,2,
46,115,1000,6200,0,0,8,37,2,
47,330,64,64,0,0,0,11,1,
48,330,1000,5000,0,0,0,19,2,
49,180,64,6200,0,0,5,37,2,
50,180,64,6200,0,0,8,37,2,
51,330,64,6200,0,0,0,19,2,
52,330,64,2000,0,0,0,19,1,
53,115,1000,16000,0,0,2,93,2,
54,180,1000,6200,0,0,2,19,2,
55,50,1000,3000,0,0,2,19,2,
56,50,1000,6200,0,0,2,37,2,
57,180,1000,6200,0,0,2,37,2,
58,330,64,6200,0,0,2,11,2,
59,330,64,6200,0,0,2,11,2,
60,330,64,6200,0,0,2,19,2,
61,330,64,6200,0,0,2,11,2,
62,330,64,6200,0,0,2,19,2,
63,115,64,64,0,8,8,19,1,
64,50,1500,6200,48,0,8,93,2,
65,50,1500,16000,48,0,8,93,3,
66,50,1500,16000,48,0,8,220,3,
67,50,64,64,0,0,8,11,1,
68,50,64,2000,0,0,8,19,1,
69,50,1000,3000,0,0,8,19,2,
70,50,1500,3000,0,0,8,19,2,
71,50,1500,6200,0,0,8,37,2,
72,50,1500,6200,0,0,8,37,2,
73,175,64,2000,0,0,8,19,1,
74,180,64,3000,0,4,8,19,2,
75,180,64,3000,0,4,8,37,2,
76,180,64,6200,0,4,8,37,2,
77,180,64,3000,0,0,8,37,2,
78,180,64,6200,0,0,8,37,2,
79,180,64,64,0,4,8,19,1,
80,180,64,6200,0,0,8,75,2,
81,330,1000,3000,0,0,2,11,2,
82,180,1000,3000,0,0,8,37,2,
83,180,1000,16000,0,0,8,37,2,
84,330,1000,2000,0,0,2,11,1,
85,330,1000,3000,0,0,5,19,2,
86,115,1500,3000,0,0,5,19,2,
87,115,1500,3000,0,4,8,37,2,
88,115,1500,3000,0,0,8,19,2,
89,115,1500,20970,24,0,8,93,3,
90,115,1500,6200,24,0,8,37,2,
91,115,1500,20970,24,0,8,93,3,
92,115,1500,20970,24,0,8,173,3,
93,115,1500,3000,0,0,8,19,2,
94,50,4000,16000,0,4,8,93,2,
95,50,4000,20970,48,8,8,220,3,
96,17,16000,20970,48,8,8,397,5,
97,17,16000,20970,48,8,8,397,5,
98,17,5000,20970,0,8,8,220,4,
99,17,5000,16000,0,8,8,173,3,
100,330,64,64,0,0,0,6,1,
101,180,1000,2000,0,0,5,19,2,
102,115,64,5000,0,0,5,37,2,
103,1100,64,64,0,0,0,6,1,
104,1100,64,2000,0,0,0,11,1,
105,330,64,2000,0,0,0,11,1,
106,330,1500,3000,0,0,0,19,2,
107,330,4000,6200,0,0,0,19,2,
108,330,1000,64,0,0,2,11,1,
109,330,64,64,0,0,2,11,1,
110,330,1000,3000,0,0,2,11,2,
111,330,1000,3000,0,0,2,19,2,
112,330,1500,3000,0,0,5,37,2,
113,180,1500,3000,0,0,5,37,2,
114,180,1500,3000,0,0,5,19,2,
115,180,1500,6200,0,0,5,37,2,
116,180,1500,16000,0,0,5,75,2,
117,180,1500,16000,0,0,5,37,2,
118,180,1000,3000,0,0,5,19,2,
119,17,1500,6200,0,0,2,37,2,
120,17,1500,6200,0,0,5,37,2,
121,17,4000,16000,0,4,8,93,3,
122,17,4000,16000,24,4,8,93,3,
123,1100,64,64,0,0,0,11,1,
124,1100,64,2000,0,0,0,11,1,
125,330,64,2000,0,0,0,19,1,
126,50,1500,3000,0,0,5,19,2,
127,50,1500,6200,0,0,5,37,2,
128,50,1500,6200,0,0,5,37,2,
129,50,1500,16000,24,0,5,37,2,
130,50,1500,16000,24,0,5,75,2,
131,50,5000,16000,48,0,8,93,3,
132,50,1000,6200,0,0,5,11,2,
133,50,1000,6200,24,0,5,19,2,
134,50,1000,6200,24,0,5,19,2,
135,50,1500,16000,0,0,8,37,2,
136,50,1500,16000,24,4,8,37,2,
137,50,1500,16000,24,4,8,37,2,
138,115,64,3000,0,8,8,19,2,
139,115,1500,6200,0,0,2,37,2,
140,115,1500,3000,0,0,5,37,2,
141,50,1500,6200,24,0,5,37,2,
142,50,1500,6200,24,0,5,37,2,
143,50,1500,6200,0,0,5,37,2,
144,50,4000,16000,0,0,5,37,2,
145,50,4000,16000,24,0,5,75,2,
146,50,1500,16000,48,4,8,74,3,
147,50,4000,16000,48,4,8,93,3,
148,50,4000,16000,48,4,8,93,3,
149,50,4000,16000,48,8,8,93,3,
150,50,1500,6200,0,4,8,93,2,
151,35,5000,16000,24,8,8,173,3,
152,35,5000,20970,48,8,8,220,4,
153,35,5000,20970,48,8,8,220,4,
154,35,16000,20970,48,8,8,510,6,
155,35,4000,20970,24,8,8,173,3,
156,35,5000,20970,48,8,8,220,4,
157,17,16000,20970,48,8,8,510,8,
158,112,1000,64,0,0,2,6,1,
159,50,1000,2000,0,0,5,11,2,
160,50,1000,3000,0,0,5,11,2,
161,50,1500,5000,0,0,8,19,2,
162,50,1500,6200,0,0,8,19,2,
163,50,4000,6200,0,0,8,19,2,
164,50,4000,6200,0,0,8,37,2,
165,50,4000,16000,0,0,8,37,2,
166,35,4000,6200,24,8,8,37,2,
167,35,4000,6200,24,8,8,93,2,
168,35,5000,16000,48,4,8,93,3,
169,35,5000,20970,48,4,8,93,4,
170,35,4000,16000,48,8,8,173,3,
171,180,1000,2000,0,0,2,19,2,
172,180,1000,3000,0,0,2,19,2,
173,180,1500,6200,48,0,5,37,2,
174,180,64,3000,0,0,5,19,2,
175,180,64,3000,0,4,5,37,2,
176,180,1000,16000,0,0,8,37,2,
177,115,64,3000,0,0,5,19,2,
178,115,64,2000,0,0,8,19,1,
179,115,1000,3000,0,0,8,37,2,
180,115,1000,6200,0,0,8,37,2,
181,115,1500,6200,24,0,8,93,2,
182,180,64,64,0,0,2,6,1,
183,180,64,2000,0,0,5,11,2,
184,50,1500,3000,0,0,8,19,2,
185,50,1500,5000,0,4,8,19,2,
186,50,1500,6200,0,4,8,37,2,
187,50,4000,16000,24,4,8,93,2,
188,50,4000,6200,0,4,8,75,2,
189,50,4000,6200,24,4,8,93,2,
190,50,5000,16000,48,8,8,173,3,
191,17,5000,20970,24,8,8,173,3,
192,17,5000,20970,48,8,8,220,4,
193,17,5000,20970,48,8,8,397,5,
194,115,1500,6200,24,4,8,37,2,
195,50,1500,20970,24,4,8,93,3,
196,50,1500,20970,48,8,8,173,4,
197,50,1500,20970,48,8,8,220,5,
198,50,4000,20970,48,8,8,397,5,
199,17,5000,64000,48,8,176,510,8,
200,17,5000,64000,48,8,176,510,8,
201,180,64,3000,0,0,2,11,2,
202,180,64,3000,0,0,2,11,2,
203,180,64,3000,0,0,2,11,2,
204,180,64,3000,0,0,2,19,2,
205,115,1000,6200,0,0,8,37,2,
206,50,1000,6200,24,0,8,37,2,
207,115,1500,6200,0,0,8,37,2,
208,330,64,6200,24,0,0,37,2,
209,330,1000,3000,0,0,0,37,2,
共：170
属性个数为：7
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