a.arff

将Weka数据挖掘工具所产生的K-MEANS和DBSCAN结果转化成MATLAB可输出三维图像的格式

@relation BC_clustered

@attribute Instance_number numeric
@attribute age numeric
@attribute BI-RADS-L numeric
@attribute BI-RADS-R numeric
@attribute focus_num numeric
@attribute Mass {CM IM SM None}
@attribute Mass_pos1 {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute Mass {CM IM SM None}
@attribute Mass_pos2 {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute ARD {y None}
@attribute ARD_pos {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute ASD {y None}
@attribute ASD_pos {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute Cal {AIC PHC FC BC None}
@attribute Cal_pos1 {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute Cal {AIC PHC FC BC None}
@attribute Cal_pos2 {O-U M-U I-U B Mid O-D I-D IN U None}
@attribute Cluster {cluster0 cluster1 cluster2 cluster3 cluster4}

@data
0 50 4 3 2 None None None None None None None None PHC O-U BC O-U cluster1
1 52 3 5 3 None None None None y Mid None None AIC M-U BC B cluster4
2 57 0 2 2 None None None None None None None None BC O-U BC IN cluster2
3 51 3 3 2 None None None None None None None None BC IN BC IN cluster1
4 62 0 4.7 3 IM O-D SM I-D None None None None BC O-U None None cluster4
5 77 0 5 1 None None None None None None None None PHC I-D None None cluster4
6 57 2 2 2 None None None None None None None None BC IN BC IN cluster2
7 54 0 4 1 None None None None None None None None FC B None None cluster4
8 44 3 4 2 None None None None y IN y O-U None None None None cluster1
9 45 3 2 3 SM O-U None None None None None None BC O-U BC IN cluster1
10 57 2 5 2 IM O-U None None y IN None None None None None None cluster4
11 80 0 5 1 SM O-U None None None None None None None None None None cluster4
12 54 0 0 1 None None None None y U None None None None None None cluster2
13 38 2 2 2 None None None None None None None None BC None BC U cluster2
14 48 2 2 2 None None None None None None None None BC IN BC IN cluster2
15 52 1 0 1 None None None None None None None None BC IN None None cluster0
16 48 4.7 0 3 None None None None None None y O-U BC IN FC B cluster3
17 46 0 0 0 None None None None None None None None None None None None cluster2
18 48 0 4 1 None None None None None None None None PHC O-U None None cluster4
19 51 3 3 2 None None None None None None None None BC IN BC IN cluster1
20 51 0 0 0 None None None None None None None None None None None None cluster2
21 33 2 0 1 None None None None None None None None BC IN None None cluster0
22 40 3 2 2 None None None None None None None None BC IN BC O-U cluster1
23 50 2 2 2 None None None None None None None None BC O-U BC O-U cluster2
24 40 2 0 1 None None None None None None None None BC O-U None None cluster0
25 62 3 3 2 None None None None y O-U None None BC IN None None cluster1
26 75 2 5 2 None None None None None None y O-U BC IN None None cluster4
27 45 4 2 3 None None None None None None y O-U BC IN BC IN cluster1
28 35 0 2 3 SM Mid None None None None None None BC O-U BC B cluster2
29 42 2 0 3 SM IN None None None None None None BC B BC IN cluster0
30 55 2 2 2 None None None None None None None None BC IN BC U cluster2
31 59 2 5 2 None None None None None None y O-U BC O-U None None cluster4
32 43 4 2 2 None None None None None None None None BC IN BC B cluster1
33 50 2 2 2 None None None None None None None None BC IN BC B cluster2
34 50 4.4 0 1 IM O-U None None None None None None None None None None cluster3
35 48 4.4 0 2 None None None None y O-D y O-D None None None None cluster3
36 33 4.4 2 3 IM U SM M-U None None None None None None BC IN cluster1
37 50 2 2 2 None None None None None None None None BC IN BC IN cluster2
38 53 2 4 3 IM O-U None None None None None None BC IN BC IN cluster4
39 35 0 0 1 None None None None y IN None None None None None None cluster2
40 41 0 3 2 CM O-U None None None None None None BC O-U None None cluster2
41 57 6 0 2 None None None None None None y U BC I-D None None cluster3
42 44 0 1 0 None None None None None None None None None None None None cluster2
43 44 0 3 1 None None None None None None y U None None None None cluster2
44 50 4 2 2 None None None None None None None None FC O-U FC IN cluster1
45 50 5 0 1 None None None None None None y O-U None None None None cluster3
46 59 2 4 1 SM O-U None None None None None None None None None None cluster4
47 59 2 0 1 None None None None None None y B None None None None cluster0
48 54 4 0 2 IM O-U None None None None y O-U None None None None cluster3
49 67 2 5 3 IM O-U None None None None y B BC B None None cluster4
50 89 0 5 3 SM O-U None None None None None None BC IN FC IN cluster4
51 53 4 0 1 None None None None y O-U None None None None None None cluster3
52 52 0 3 0 None None None None None None None None None None None None cluster2
53 61 1 5 1 CM M-U None None None None None None None None None None cluster4
54 54 5 0 1 CM O-U None None None None None None None None None None cluster3
55 55 5 0 2 IM U None None None None None None PHC IN None None cluster3
56 45 0 3 0 None None None None None None None None None None None None cluster2
57 52 0 5 2 SM O-U None None y O-U None None None None None None cluster4
58 73 0 5 2 SM O-U None None None None None None AIC O-U None None cluster4
59 59 4 0 3 None None None None None None y O-U None None None None cluster3
60 45 2 2 2 CM B CM B None None None None None None None None cluster2
61 50 2 3 6 IM I-D None None y B y O-U BC O-U BC O-U cluster1
62 55 5 1 2 CM B None None None None y B None None None None cluster3
63 55 5 0 2 SM Mid None None y Mid None None None None None None cluster3
64 56 0 1 4 None None None None y O-U y O-U None None None None cluster2
65 54 3 0 1 IM Mid None None None None None None None None None None cluster0
66 54 5 0 1 None None None None None None y O-U None None None None cluster3
67 49 0 0 1 IM U None None None None None None None None None None cluster2
68 46 2 4 2 CM O-U None None None None None None BC O-U None None cluster4
69 53 3 3 6 CM O-U None None None None None None None None None None cluster1
70 47 2 2 2 None None None None None None None None BC O-U BC O-U cluster2
71 52 3 3 1 IM O-U None None None None None None None None None None cluster1
72 55 4 4 7 None None None None None None y O-U BC IN PHC U cluster1
73 42 3 0 1 CM U None None None None None None None None None None cluster0
74 55 4 3 3 IM O-U None None y IN None None PHC IN None None cluster1
75 60 5 3 5 IM O-U CM I-D y I-D None None BC IN None None cluster1
76 63 5 2 6 SM O-U None None None None None None BC O-U None None cluster1
77 61 1 1 1 IM I-D None None None None None None None None None None cluster2
78 46 1 1 0 None None None None None None None None None None None None cluster2
79 54 2 5 2 None None None None None None y I-D AIC I-D None None cluster4
80 81 0 0 1 None None None None None None y I-D None None None None cluster2
81 52 4 0 7 IM O-D None None y IN None None BC IN None None cluster3
82 50 1 4 4 None None None None None None None None AIC O-D BC U cluster4
83 58 1 0 1 IM I-U None None None None None None None None None None cluster0
84 56 3 0 3 None None None None y U y U None None None None cluster0
85 55 2 5 7 SM O-D None None y O-D None None BC IN None None cluster4
86 50 0 2 1 None None None None None None None None BC Mid None None cluster2