VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization
https://doi.org/10.1111/cgf.14300
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24 KiB
24 KiB
1 | id | clump_thic | size_un | shape_un | marg_adh | epith_size | bare_nuc | bland_chr | nor_nuc | mitoses | class* |
---|---|---|---|---|---|---|---|---|---|---|---|
2 | 1000025 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
3 | 1002945 | 5 | 4 | 4 | 5 | 7 | 10 | 3 | 2 | 1 | Benign |
4 | 1015425 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
5 | 1016277 | 6 | 8 | 8 | 1 | 3 | 4 | 3 | 7 | 1 | Benign |
6 | 1017023 | 4 | 1 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | Benign |
7 | 1017122 | 8 | 10 | 10 | 8 | 7 | 10 | 9 | 7 | 1 | Malignant |
8 | 1018099 | 1 | 1 | 1 | 1 | 2 | 10 | 3 | 1 | 1 | Benign |
9 | 1018561 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
10 | 1033078 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | Benign |
11 | 1033078 | 4 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
12 | 1035283 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
13 | 1036172 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
14 | 1041801 | 5 | 3 | 3 | 3 | 2 | 3 | 4 | 4 | 1 | Malignant |
15 | 1043999 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
16 | 1044572 | 8 | 7 | 5 | 10 | 7 | 9 | 5 | 5 | 4 | Malignant |
17 | 1047630 | 7 | 4 | 6 | 4 | 6 | 1 | 4 | 3 | 1 | Malignant |
18 | 1048672 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
19 | 1049815 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
20 | 1050670 | 10 | 7 | 7 | 6 | 4 | 10 | 4 | 1 | 2 | Malignant |
21 | 1050718 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
22 | 1054590 | 7 | 3 | 2 | 10 | 5 | 10 | 5 | 4 | 4 | Malignant |
23 | 1054593 | 10 | 5 | 5 | 3 | 6 | 7 | 7 | 10 | 1 | Malignant |
24 | 1056784 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
25 | 1057013 | 8 | 4 | 5 | 1 | 2 | 4 | 7 | 3 | 1 | Malignant |
26 | 1059552 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
27 | 1065726 | 5 | 2 | 3 | 4 | 2 | 7 | 3 | 6 | 1 | Malignant |
28 | 1066373 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
29 | 1066979 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
30 | 1067444 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
31 | 1070935 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
32 | 1070935 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
33 | 1071760 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
34 | 1072179 | 10 | 7 | 7 | 3 | 8 | 5 | 7 | 4 | 3 | Malignant |
35 | 1074610 | 2 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
36 | 1075123 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
37 | 1079304 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
38 | 1080185 | 10 | 10 | 10 | 8 | 6 | 1 | 8 | 9 | 1 | Malignant |
39 | 1081791 | 6 | 2 | 1 | 1 | 1 | 1 | 7 | 1 | 1 | Benign |
40 | 1084584 | 5 | 4 | 4 | 9 | 2 | 10 | 5 | 6 | 1 | Malignant |
41 | 1091262 | 2 | 5 | 3 | 3 | 6 | 7 | 7 | 5 | 1 | Malignant |
42 | 1096800 | 6 | 6 | 6 | 9 | 6 | 4 | 7 | 8 | 1 | Benign |
43 | 1099510 | 10 | 4 | 3 | 1 | 3 | 3 | 6 | 5 | 2 | Malignant |
44 | 1100524 | 6 | 10 | 10 | 2 | 8 | 10 | 7 | 3 | 3 | Malignant |
45 | 1102573 | 5 | 6 | 5 | 6 | 10 | 1 | 3 | 1 | 1 | Malignant |
46 | 1103608 | 10 | 10 | 10 | 4 | 8 | 1 | 8 | 10 | 1 | Malignant |
47 | 1103722 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | Benign |
48 | 1105257 | 3 | 7 | 7 | 4 | 4 | 9 | 4 | 8 | 1 | Malignant |
49 | 1105524 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
50 | 1106095 | 4 | 1 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | Benign |
51 | 1106829 | 7 | 8 | 7 | 2 | 4 | 8 | 3 | 8 | 2 | Malignant |
52 | 1108370 | 9 | 5 | 8 | 1 | 2 | 3 | 2 | 1 | 5 | Malignant |
53 | 1108449 | 5 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 1 | Malignant |
54 | 1110102 | 10 | 3 | 6 | 2 | 3 | 5 | 4 | 10 | 2 | Malignant |
55 | 1110503 | 5 | 5 | 5 | 8 | 10 | 8 | 7 | 3 | 7 | Malignant |
56 | 1110524 | 10 | 5 | 5 | 6 | 8 | 8 | 7 | 1 | 1 | Malignant |
57 | 1111249 | 10 | 6 | 6 | 3 | 4 | 5 | 3 | 6 | 1 | Malignant |
58 | 1112209 | 8 | 10 | 10 | 1 | 3 | 6 | 3 | 9 | 1 | Malignant |
59 | 1113038 | 8 | 2 | 4 | 1 | 5 | 1 | 5 | 4 | 4 | Malignant |
60 | 1113483 | 5 | 2 | 3 | 1 | 6 | 10 | 5 | 1 | 1 | Malignant |
61 | 1113906 | 9 | 5 | 5 | 2 | 2 | 2 | 5 | 1 | 1 | Malignant |
62 | 1115282 | 5 | 3 | 5 | 5 | 3 | 3 | 4 | 10 | 1 | Malignant |
63 | 1115293 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | Benign |
64 | 1116116 | 9 | 10 | 10 | 1 | 10 | 8 | 3 | 3 | 1 | Malignant |
65 | 1116132 | 6 | 3 | 4 | 1 | 5 | 2 | 3 | 9 | 1 | Malignant |
66 | 1116192 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
67 | 1116998 | 10 | 4 | 2 | 1 | 3 | 2 | 4 | 3 | 10 | Malignant |
68 | 1117152 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
69 | 1118039 | 5 | 3 | 4 | 1 | 8 | 10 | 4 | 9 | 1 | Malignant |
70 | 1120559 | 8 | 3 | 8 | 3 | 4 | 9 | 8 | 9 | 8 | Malignant |
71 | 1121732 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
72 | 1121919 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
73 | 1123061 | 6 | 10 | 2 | 8 | 10 | 2 | 7 | 8 | 10 | Malignant |
74 | 1124651 | 1 | 3 | 3 | 2 | 2 | 1 | 7 | 2 | 1 | Benign |
75 | 1125035 | 9 | 4 | 5 | 10 | 6 | 10 | 4 | 8 | 1 | Malignant |
76 | 1126417 | 10 | 6 | 4 | 1 | 3 | 4 | 3 | 2 | 3 | Malignant |
77 | 1131294 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 2 | 1 | Benign |
78 | 1132347 | 1 | 1 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
79 | 1133041 | 5 | 3 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
80 | 1133136 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
81 | 1136142 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
82 | 1137156 | 2 | 2 | 2 | 1 | 1 | 1 | 7 | 1 | 1 | Benign |
83 | 1143978 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
84 | 1143978 | 5 | 2 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
85 | 1147044 | 3 | 1 | 1 | 1 | 2 | 2 | 7 | 1 | 1 | Benign |
86 | 1147699 | 3 | 5 | 7 | 8 | 8 | 9 | 7 | 10 | 7 | Malignant |
87 | 1147748 | 5 | 10 | 6 | 1 | 10 | 4 | 4 | 10 | 10 | Malignant |
88 | 1148278 | 3 | 3 | 6 | 4 | 5 | 8 | 4 | 4 | 1 | Malignant |
89 | 1148873 | 3 | 6 | 6 | 6 | 5 | 10 | 6 | 8 | 3 | Malignant |
90 | 1152331 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
91 | 1155546 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | Benign |
92 | 1156272 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
93 | 1156948 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
94 | 1157734 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
95 | 1158247 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
96 | 1160476 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
97 | 1164066 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
98 | 1165297 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
99 | 1165790 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
100 | 1165926 | 9 | 6 | 9 | 2 | 10 | 6 | 2 | 9 | 10 | Malignant |
101 | 1166630 | 7 | 5 | 6 | 10 | 5 | 10 | 7 | 9 | 4 | Malignant |
102 | 1166654 | 10 | 3 | 5 | 1 | 10 | 5 | 3 | 10 | 2 | Malignant |
103 | 1167439 | 2 | 3 | 4 | 4 | 2 | 5 | 2 | 5 | 1 | Malignant |
104 | 1167471 | 4 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
105 | 1168359 | 8 | 2 | 3 | 1 | 6 | 3 | 7 | 1 | 1 | Malignant |
106 | 1168736 | 10 | 10 | 10 | 10 | 10 | 1 | 8 | 8 | 8 | Malignant |
107 | 1169049 | 7 | 3 | 4 | 4 | 3 | 3 | 3 | 2 | 7 | Malignant |
108 | 1170419 | 10 | 10 | 10 | 8 | 2 | 10 | 4 | 1 | 1 | Malignant |
109 | 1170420 | 1 | 6 | 8 | 10 | 8 | 10 | 5 | 7 | 1 | Malignant |
110 | 1171710 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
111 | 1171710 | 6 | 5 | 4 | 4 | 3 | 9 | 7 | 8 | 3 | Malignant |
112 | 1171795 | 1 | 3 | 1 | 2 | 2 | 2 | 5 | 3 | 2 | Benign |
113 | 1171845 | 8 | 6 | 4 | 3 | 5 | 9 | 3 | 1 | 1 | Malignant |
114 | 1172152 | 10 | 3 | 3 | 10 | 2 | 10 | 7 | 3 | 3 | Malignant |
115 | 1173216 | 10 | 10 | 10 | 3 | 10 | 8 | 8 | 1 | 1 | Malignant |
116 | 1173235 | 3 | 3 | 2 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
117 | 1173347 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
118 | 1173347 | 8 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 1 | Benign |
119 | 1173509 | 4 | 5 | 5 | 10 | 4 | 10 | 7 | 5 | 8 | Malignant |
120 | 1173514 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | Benign |
121 | 1173681 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
122 | 1174057 | 1 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
123 | 1174057 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
124 | 1174131 | 10 | 10 | 10 | 2 | 10 | 10 | 5 | 3 | 3 | Malignant |
125 | 1174428 | 5 | 3 | 5 | 1 | 8 | 10 | 5 | 3 | 1 | Malignant |
126 | 1175937 | 5 | 4 | 6 | 7 | 9 | 7 | 8 | 10 | 1 | Malignant |
127 | 1176406 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
128 | 1176881 | 7 | 5 | 3 | 7 | 4 | 10 | 7 | 5 | 5 | Malignant |
129 | 1177027 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
130 | 1177399 | 8 | 3 | 5 | 4 | 5 | 10 | 1 | 6 | 2 | Malignant |
131 | 1177512 | 1 | 1 | 1 | 1 | 10 | 1 | 1 | 1 | 1 | Benign |
132 | 1178580 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
133 | 1179818 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
134 | 1180194 | 5 | 10 | 8 | 10 | 8 | 10 | 3 | 6 | 3 | Malignant |
135 | 1180523 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
136 | 1180831 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
137 | 1181356 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | Benign |
138 | 1182404 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
139 | 1182410 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
140 | 1183240 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
141 | 1183246 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | Benign |
142 | 1183516 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
143 | 1183911 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
144 | 1183983 | 9 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | Malignant |
145 | 1184184 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
146 | 1184241 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
147 | 1184840 | 1 | 1 | 3 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
148 | 1185609 | 3 | 4 | 5 | 2 | 6 | 8 | 4 | 1 | 1 | Malignant |
149 | 1185610 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | Benign |
150 | 1187457 | 3 | 1 | 1 | 3 | 8 | 1 | 5 | 8 | 1 | Benign |
151 | 1187805 | 8 | 8 | 7 | 4 | 10 | 10 | 7 | 8 | 7 | Malignant |
152 | 1188472 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
153 | 1189266 | 7 | 2 | 4 | 1 | 6 | 10 | 5 | 4 | 3 | Malignant |
154 | 1189286 | 10 | 10 | 8 | 6 | 4 | 5 | 8 | 10 | 1 | Malignant |
155 | 1190394 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | Benign |
156 | 1190485 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
157 | 1192325 | 5 | 5 | 5 | 6 | 3 | 10 | 3 | 1 | 1 | Malignant |
158 | 1193091 | 1 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
159 | 1193210 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
160 | 1193683 | 1 | 1 | 2 | 1 | 3 | 4 | 1 | 1 | 1 | Benign |
161 | 1196295 | 9 | 9 | 10 | 3 | 6 | 10 | 7 | 10 | 6 | Malignant |
162 | 1196915 | 10 | 7 | 7 | 4 | 5 | 10 | 5 | 7 | 2 | Malignant |
163 | 1197080 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
164 | 1197270 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
165 | 1197440 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 7 | Benign |
166 | 1197510 | 5 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
167 | 1197979 | 4 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | Benign |
168 | 1197993 | 5 | 6 | 7 | 8 | 8 | 10 | 3 | 10 | 3 | Malignant |
169 | 1198128 | 10 | 8 | 10 | 10 | 6 | 1 | 3 | 1 | 10 | Malignant |
170 | 1198641 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
171 | 1199219 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | Benign |
172 | 1199731 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
173 | 1199983 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
174 | 1200772 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
175 | 1200847 | 6 | 10 | 10 | 10 | 8 | 10 | 10 | 10 | 7 | Malignant |
176 | 1200892 | 8 | 6 | 5 | 4 | 3 | 10 | 6 | 1 | 1 | Malignant |
177 | 1200952 | 5 | 8 | 7 | 7 | 10 | 10 | 5 | 7 | 1 | Malignant |
178 | 1201834 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
179 | 1201936 | 5 | 10 | 10 | 3 | 8 | 1 | 5 | 10 | 3 | Malignant |
180 | 1202125 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
181 | 1202812 | 5 | 3 | 3 | 3 | 6 | 10 | 3 | 1 | 1 | Malignant |
182 | 1203096 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
183 | 1204242 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
184 | 1204898 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
185 | 1205138 | 5 | 8 | 8 | 8 | 5 | 10 | 7 | 8 | 1 | Malignant |
186 | 1205579 | 8 | 7 | 6 | 4 | 4 | 10 | 5 | 1 | 1 | Malignant |
187 | 1206089 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
188 | 1206695 | 1 | 5 | 8 | 6 | 5 | 8 | 7 | 10 | 1 | Malignant |
189 | 1206841 | 10 | 5 | 6 | 10 | 6 | 10 | 7 | 7 | 10 | Malignant |
190 | 1207986 | 5 | 8 | 4 | 10 | 5 | 8 | 9 | 10 | 1 | Malignant |
191 | 1208301 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
192 | 1210963 | 10 | 10 | 10 | 8 | 6 | 8 | 7 | 10 | 1 | Malignant |
193 | 1211202 | 7 | 5 | 10 | 10 | 10 | 10 | 4 | 10 | 3 | Malignant |
194 | 1212232 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
195 | 1212251 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
196 | 1212422 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
197 | 1212422 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
198 | 1213375 | 8 | 4 | 4 | 5 | 4 | 7 | 7 | 8 | 2 | Benign |
199 | 1213383 | 5 | 1 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | Benign |
200 | 1214092 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
201 | 1214556 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
202 | 1214966 | 9 | 7 | 7 | 5 | 5 | 10 | 7 | 8 | 3 | Malignant |
203 | 1216694 | 10 | 8 | 8 | 4 | 10 | 10 | 8 | 1 | 1 | Malignant |
204 | 1216947 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
205 | 1217051 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
206 | 1217264 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
207 | 1218105 | 5 | 10 | 10 | 9 | 6 | 10 | 7 | 10 | 5 | Malignant |
208 | 1218741 | 10 | 10 | 9 | 3 | 7 | 5 | 3 | 5 | 1 | Malignant |
209 | 1218860 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
210 | 1218860 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
211 | 1219406 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
212 | 1219525 | 8 | 10 | 10 | 10 | 5 | 10 | 8 | 10 | 6 | Malignant |
213 | 1219859 | 8 | 10 | 8 | 8 | 4 | 8 | 7 | 7 | 1 | Malignant |
214 | 1220330 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
215 | 1221863 | 10 | 10 | 10 | 10 | 7 | 10 | 7 | 10 | 4 | Malignant |
216 | 1222047 | 10 | 10 | 10 | 10 | 3 | 10 | 10 | 6 | 1 | Malignant |
217 | 1222936 | 8 | 7 | 8 | 7 | 5 | 5 | 5 | 10 | 2 | Malignant |
218 | 1223282 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
219 | 1223426 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
220 | 1223793 | 6 | 10 | 7 | 7 | 6 | 4 | 8 | 10 | 2 | Malignant |
221 | 1223967 | 6 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
222 | 1224329 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
223 | 1225799 | 10 | 6 | 4 | 3 | 10 | 10 | 9 | 10 | 1 | Malignant |
224 | 1226012 | 4 | 1 | 1 | 3 | 1 | 5 | 2 | 1 | 1 | Malignant |
225 | 1226612 | 7 | 5 | 6 | 3 | 3 | 8 | 7 | 4 | 1 | Malignant |
226 | 1227210 | 10 | 5 | 5 | 6 | 3 | 10 | 7 | 9 | 2 | Malignant |
227 | 1227244 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
228 | 1227481 | 10 | 5 | 7 | 4 | 4 | 10 | 8 | 9 | 1 | Malignant |
229 | 1228152 | 8 | 9 | 9 | 5 | 3 | 5 | 7 | 7 | 1 | Malignant |
230 | 1228311 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
231 | 1230175 | 10 | 10 | 10 | 3 | 10 | 10 | 9 | 10 | 1 | Malignant |
232 | 1230688 | 7 | 4 | 7 | 4 | 3 | 7 | 7 | 6 | 1 | Malignant |
233 | 1231387 | 6 | 8 | 7 | 5 | 6 | 8 | 8 | 9 | 2 | Malignant |
234 | 1231706 | 8 | 4 | 6 | 3 | 3 | 1 | 4 | 3 | 1 | Benign |
235 | 1232225 | 10 | 4 | 5 | 5 | 5 | 10 | 4 | 1 | 1 | Malignant |
236 | 1236043 | 3 | 3 | 2 | 1 | 3 | 1 | 3 | 6 | 1 | Benign |
237 | 1241232 | 3 | 1 | 4 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
238 | 1241559 | 10 | 8 | 8 | 2 | 8 | 10 | 4 | 8 | 10 | Malignant |
239 | 1241679 | 9 | 8 | 8 | 5 | 6 | 2 | 4 | 10 | 4 | Malignant |
240 | 1242364 | 8 | 10 | 10 | 8 | 6 | 9 | 3 | 10 | 10 | Malignant |
241 | 1243256 | 10 | 4 | 3 | 2 | 3 | 10 | 5 | 3 | 2 | Malignant |
242 | 1270479 | 5 | 1 | 3 | 3 | 2 | 2 | 2 | 3 | 1 | Benign |
243 | 1276091 | 3 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | Benign |
244 | 1277018 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
245 | 128059 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | Benign |
246 | 1285531 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
247 | 1287775 | 5 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | Benign |
248 | 144888 | 8 | 10 | 10 | 8 | 5 | 10 | 7 | 8 | 1 | Malignant |
249 | 145447 | 8 | 4 | 4 | 1 | 2 | 9 | 3 | 3 | 1 | Malignant |
250 | 167528 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 6 | 1 | Benign |
251 | 169356 | 3 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
252 | 183913 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
253 | 191250 | 10 | 4 | 4 | 10 | 2 | 10 | 5 | 3 | 3 | Malignant |
254 | 1017023 | 6 | 3 | 3 | 5 | 3 | 10 | 3 | 5 | 3 | Benign |
255 | 1100524 | 6 | 10 | 10 | 2 | 8 | 10 | 7 | 3 | 3 | Malignant |
256 | 1116116 | 9 | 10 | 10 | 1 | 10 | 8 | 3 | 3 | 1 | Malignant |
257 | 1168736 | 5 | 6 | 6 | 2 | 4 | 10 | 3 | 6 | 1 | Malignant |
258 | 1182404 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
259 | 1182404 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
260 | 1198641 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
261 | 242970 | 5 | 7 | 7 | 1 | 5 | 8 | 3 | 4 | 1 | Benign |
262 | 255644 | 10 | 5 | 8 | 10 | 3 | 10 | 5 | 1 | 3 | Malignant |
263 | 263538 | 5 | 10 | 10 | 6 | 10 | 10 | 10 | 6 | 5 | Malignant |
264 | 274137 | 8 | 8 | 9 | 4 | 5 | 10 | 7 | 8 | 1 | Malignant |
265 | 303213 | 10 | 4 | 4 | 10 | 6 | 10 | 5 | 5 | 1 | Malignant |
266 | 314428 | 7 | 9 | 4 | 10 | 10 | 3 | 5 | 3 | 3 | Malignant |
267 | 1182404 | 5 | 1 | 4 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
268 | 1198641 | 10 | 10 | 6 | 3 | 3 | 10 | 4 | 3 | 2 | Malignant |
269 | 320675 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | Malignant |
270 | 324427 | 10 | 8 | 8 | 2 | 3 | 4 | 8 | 7 | 8 | Malignant |
271 | 385103 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
272 | 390840 | 8 | 4 | 7 | 1 | 3 | 10 | 3 | 9 | 2 | Malignant |
273 | 411453 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
274 | 320675 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | Malignant |
275 | 428903 | 7 | 2 | 4 | 1 | 3 | 4 | 3 | 3 | 1 | Malignant |
276 | 431495 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
277 | 432809 | 3 | 1 | 3 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
278 | 434518 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
279 | 452264 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
280 | 456282 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
281 | 476903 | 10 | 5 | 7 | 3 | 3 | 7 | 3 | 3 | 8 | Malignant |
282 | 486283 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
283 | 486662 | 2 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
284 | 488173 | 1 | 4 | 3 | 10 | 4 | 10 | 5 | 6 | 1 | Malignant |
285 | 492268 | 10 | 4 | 6 | 1 | 2 | 10 | 5 | 3 | 1 | Malignant |
286 | 508234 | 7 | 4 | 5 | 10 | 2 | 10 | 3 | 8 | 2 | Malignant |
287 | 527363 | 8 | 10 | 10 | 10 | 8 | 10 | 10 | 7 | 3 | Malignant |
288 | 529329 | 10 | 10 | 10 | 10 | 10 | 10 | 4 | 10 | 10 | Malignant |
289 | 535331 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
290 | 543558 | 6 | 1 | 3 | 1 | 4 | 5 | 5 | 10 | 1 | Malignant |
291 | 555977 | 5 | 6 | 6 | 8 | 6 | 10 | 4 | 10 | 4 | Malignant |
292 | 560680 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
293 | 561477 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
294 | 563649 | 8 | 8 | 8 | 1 | 2 | 4 | 6 | 10 | 1 | Malignant |
295 | 601265 | 10 | 4 | 4 | 6 | 2 | 10 | 2 | 3 | 1 | Malignant |
296 | 606140 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
297 | 606722 | 5 | 5 | 7 | 8 | 6 | 10 | 7 | 4 | 1 | Malignant |
298 | 616240 | 5 | 3 | 4 | 3 | 4 | 5 | 4 | 7 | 1 | Benign |
299 | 61634 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 1 | Benign |
300 | 625201 | 8 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | Benign |
301 | 63375 | 9 | 1 | 2 | 6 | 4 | 10 | 7 | 7 | 2 | Malignant |
302 | 635844 | 8 | 4 | 10 | 5 | 4 | 4 | 7 | 10 | 1 | Malignant |
303 | 636130 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
304 | 640744 | 10 | 10 | 10 | 7 | 9 | 10 | 7 | 10 | 10 | Malignant |
305 | 646904 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
306 | 653777 | 8 | 3 | 4 | 9 | 3 | 10 | 3 | 3 | 1 | Malignant |
307 | 659642 | 10 | 8 | 4 | 4 | 4 | 10 | 3 | 10 | 4 | Malignant |
308 | 666090 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
309 | 666942 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
310 | 667204 | 7 | 8 | 7 | 6 | 4 | 3 | 8 | 8 | 4 | Malignant |
311 | 673637 | 3 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | Benign |
312 | 684955 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
313 | 688033 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
314 | 691628 | 8 | 6 | 4 | 10 | 10 | 1 | 3 | 5 | 1 | Malignant |
315 | 693702 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
316 | 704097 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
317 | 704168 | 4 | 6 | 5 | 6 | 7 | 4 | 4 | 9 | 1 | Benign |
318 | 706426 | 5 | 5 | 5 | 2 | 5 | 10 | 4 | 3 | 1 | Malignant |
319 | 709287 | 6 | 8 | 7 | 8 | 6 | 8 | 8 | 9 | 1 | Malignant |
320 | 718641 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | Benign |
321 | 721482 | 4 | 4 | 4 | 4 | 6 | 5 | 7 | 3 | 1 | Benign |
322 | 730881 | 7 | 6 | 3 | 2 | 5 | 10 | 7 | 4 | 6 | Malignant |
323 | 733639 | 3 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
324 | 733639 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
325 | 733823 | 5 | 4 | 6 | 10 | 2 | 10 | 4 | 1 | 1 | Malignant |
326 | 740492 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
327 | 743348 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
328 | 752904 | 10 | 1 | 1 | 1 | 2 | 10 | 5 | 4 | 1 | Malignant |
329 | 756136 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
330 | 760001 | 8 | 10 | 3 | 2 | 6 | 4 | 3 | 10 | 1 | Malignant |
331 | 760239 | 10 | 4 | 6 | 4 | 5 | 10 | 7 | 1 | 1 | Malignant |
332 | 76389 | 10 | 4 | 7 | 2 | 2 | 8 | 6 | 1 | 1 | Malignant |
333 | 764974 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | Benign |
334 | 770066 | 5 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | Benign |
335 | 785208 | 5 | 4 | 6 | 6 | 4 | 10 | 4 | 3 | 1 | Malignant |
336 | 785615 | 8 | 6 | 7 | 3 | 3 | 10 | 3 | 4 | 2 | Malignant |
337 | 792744 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
338 | 797327 | 6 | 5 | 5 | 8 | 4 | 10 | 3 | 4 | 1 | Malignant |
339 | 798429 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
340 | 704097 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
341 | 806423 | 8 | 5 | 5 | 5 | 2 | 10 | 4 | 3 | 1 | Malignant |
342 | 809912 | 10 | 3 | 3 | 1 | 2 | 10 | 7 | 6 | 1 | Malignant |
343 | 810104 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
344 | 814265 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
345 | 814911 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
346 | 822829 | 7 | 6 | 4 | 8 | 10 | 10 | 9 | 5 | 3 | Malignant |
347 | 826923 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
348 | 830690 | 5 | 2 | 2 | 2 | 3 | 1 | 1 | 3 | 1 | Benign |
349 | 831268 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | Benign |
350 | 832226 | 3 | 4 | 4 | 10 | 5 | 1 | 3 | 3 | 1 | Malignant |
351 | 832567 | 4 | 2 | 3 | 5 | 3 | 8 | 7 | 6 | 1 | Malignant |
352 | 836433 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
353 | 837082 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
354 | 846832 | 3 | 4 | 5 | 3 | 7 | 3 | 4 | 6 | 1 | Benign |
355 | 850831 | 2 | 7 | 10 | 10 | 7 | 10 | 4 | 9 | 4 | Malignant |
356 | 855524 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
357 | 857774 | 4 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | Benign |
358 | 859164 | 5 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | Malignant |
359 | 859350 | 8 | 10 | 10 | 7 | 10 | 10 | 7 | 3 | 8 | Malignant |
360 | 866325 | 8 | 10 | 5 | 3 | 8 | 4 | 4 | 10 | 3 | Malignant |
361 | 873549 | 10 | 3 | 5 | 4 | 3 | 7 | 3 | 5 | 3 | Malignant |
362 | 877291 | 6 | 10 | 10 | 10 | 10 | 10 | 8 | 10 | 10 | Malignant |
363 | 877943 | 3 | 10 | 3 | 10 | 6 | 10 | 5 | 1 | 4 | Malignant |
364 | 888169 | 3 | 2 | 2 | 1 | 4 | 3 | 2 | 1 | 1 | Benign |
365 | 888523 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | Benign |
366 | 896404 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
367 | 897172 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
368 | 95719 | 6 | 10 | 10 | 10 | 8 | 10 | 7 | 10 | 7 | Malignant |
369 | 160296 | 5 | 8 | 8 | 10 | 5 | 10 | 8 | 10 | 3 | Malignant |
370 | 342245 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
371 | 428598 | 1 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
372 | 492561 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
373 | 493452 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
374 | 493452 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
375 | 521441 | 5 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
376 | 560680 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
377 | 636437 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
378 | 640712 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
379 | 654244 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
380 | 657753 | 3 | 1 | 1 | 4 | 3 | 1 | 2 | 2 | 1 | Benign |
381 | 685977 | 5 | 3 | 4 | 1 | 4 | 1 | 3 | 1 | 1 | Benign |
382 | 805448 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
383 | 846423 | 10 | 6 | 3 | 6 | 4 | 10 | 7 | 8 | 4 | Malignant |
384 | 1002504 | 3 | 2 | 2 | 2 | 2 | 1 | 3 | 2 | 1 | Benign |
385 | 1022257 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
386 | 1026122 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
387 | 1071084 | 3 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | Benign |
388 | 1080233 | 7 | 6 | 6 | 3 | 2 | 10 | 7 | 1 | 1 | Malignant |
389 | 1114570 | 5 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | Benign |
390 | 1114570 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
391 | 1116715 | 5 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | Benign |
392 | 1131411 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
393 | 1151734 | 10 | 8 | 7 | 4 | 3 | 10 | 7 | 9 | 1 | Malignant |
394 | 1156017 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
395 | 1158247 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
396 | 1158405 | 1 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
397 | 1168278 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
398 | 1176187 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
399 | 1196263 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
400 | 1196475 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
401 | 1206314 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
402 | 1211265 | 3 | 10 | 8 | 7 | 6 | 9 | 9 | 3 | 8 | Malignant |
403 | 1213784 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
404 | 1223003 | 5 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
405 | 1223306 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | Benign |
406 | 1223543 | 1 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | Benign |
407 | 1229929 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
408 | 1231853 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
409 | 1234554 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
410 | 1236837 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | Benign |
411 | 1237674 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
412 | 1238021 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
413 | 1238464 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | Benign |
414 | 1238633 | 10 | 10 | 10 | 6 | 8 | 4 | 8 | 5 | 1 | Malignant |
415 | 1238915 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
416 | 1238948 | 8 | 5 | 6 | 2 | 3 | 10 | 6 | 6 | 1 | Malignant |
417 | 1239232 | 3 | 3 | 2 | 6 | 3 | 3 | 3 | 5 | 1 | Benign |
418 | 1239347 | 8 | 7 | 8 | 5 | 10 | 10 | 7 | 2 | 1 | Malignant |
419 | 1239967 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
420 | 1240337 | 5 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | Benign |
421 | 1253505 | 2 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | Benign |
422 | 1255384 | 3 | 2 | 2 | 3 | 2 | 3 | 3 | 1 | 1 | Benign |
423 | 1257200 | 10 | 10 | 10 | 7 | 10 | 10 | 8 | 2 | 1 | Malignant |
424 | 1257648 | 4 | 3 | 3 | 1 | 2 | 1 | 3 | 3 | 1 | Benign |
425 | 1257815 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
426 | 1257938 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
427 | 1258549 | 9 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 1 | Malignant |
428 | 1258556 | 5 | 3 | 6 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
429 | 1266154 | 8 | 7 | 8 | 2 | 4 | 2 | 5 | 10 | 1 | Malignant |
430 | 1272039 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
431 | 1276091 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
432 | 1276091 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
433 | 1276091 | 5 | 1 | 1 | 3 | 4 | 1 | 3 | 2 | 1 | Benign |
434 | 1277629 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
435 | 1293439 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
436 | 1293439 | 6 | 9 | 7 | 5 | 5 | 8 | 4 | 2 | 1 | Benign |
437 | 1294562 | 10 | 8 | 10 | 1 | 3 | 10 | 5 | 1 | 1 | Malignant |
438 | 1295186 | 10 | 10 | 10 | 1 | 6 | 1 | 2 | 8 | 1 | Malignant |
439 | 527337 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
440 | 558538 | 4 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
441 | 566509 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
442 | 608157 | 10 | 4 | 3 | 10 | 4 | 10 | 10 | 1 | 1 | Malignant |
443 | 677910 | 5 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | Benign |
444 | 734111 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | Benign |
445 | 734111 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | Benign |
446 | 780555 | 5 | 1 | 1 | 6 | 3 | 1 | 2 | 1 | 1 | Benign |
447 | 827627 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
448 | 1049837 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
449 | 1058849 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
450 | 1182404 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
451 | 1193544 | 5 | 7 | 9 | 8 | 6 | 10 | 8 | 10 | 1 | Malignant |
452 | 1201870 | 4 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | Benign |
453 | 1202253 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
454 | 1227081 | 3 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
455 | 1230994 | 4 | 5 | 5 | 8 | 6 | 10 | 10 | 7 | 1 | Malignant |
456 | 1238410 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
457 | 1246562 | 10 | 2 | 2 | 1 | 2 | 6 | 1 | 1 | 2 | Malignant |
458 | 1257470 | 10 | 6 | 5 | 8 | 5 | 10 | 8 | 6 | 1 | Malignant |
459 | 1259008 | 8 | 8 | 9 | 6 | 6 | 3 | 10 | 10 | 1 | Malignant |
460 | 1266124 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
461 | 1267898 | 5 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
462 | 1268313 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
463 | 1268804 | 3 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
464 | 1276091 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
465 | 1280258 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | Benign |
466 | 1293966 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
467 | 1296572 | 10 | 9 | 8 | 7 | 6 | 4 | 7 | 10 | 3 | Malignant |
468 | 1298416 | 10 | 6 | 6 | 2 | 4 | 10 | 9 | 7 | 1 | Malignant |
469 | 1299596 | 6 | 6 | 6 | 5 | 4 | 10 | 7 | 6 | 2 | Malignant |
470 | 1105524 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
471 | 1181685 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
472 | 1211594 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
473 | 1238777 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
474 | 1257608 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
475 | 1269574 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
476 | 1277145 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
477 | 1287282 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
478 | 1296025 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
479 | 1296263 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
480 | 1296593 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
481 | 1299161 | 4 | 8 | 7 | 10 | 4 | 10 | 7 | 5 | 1 | Malignant |
482 | 1301945 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
483 | 1302428 | 5 | 3 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | Benign |
484 | 1318169 | 9 | 10 | 10 | 10 | 10 | 5 | 10 | 10 | 10 | Malignant |
485 | 474162 | 8 | 7 | 8 | 5 | 5 | 10 | 9 | 10 | 1 | Malignant |
486 | 787451 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
487 | 1002025 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | Benign |
488 | 1070522 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
489 | 1073960 | 10 | 10 | 10 | 10 | 6 | 10 | 8 | 1 | 5 | Malignant |
490 | 1076352 | 3 | 6 | 4 | 10 | 3 | 3 | 3 | 4 | 1 | Malignant |
491 | 1084139 | 6 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 1 | Malignant |
492 | 1115293 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
493 | 1119189 | 5 | 8 | 9 | 4 | 3 | 10 | 7 | 1 | 1 | Malignant |
494 | 1133991 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
495 | 1142706 | 5 | 10 | 10 | 10 | 6 | 10 | 6 | 5 | 2 | Malignant |
496 | 1155967 | 5 | 1 | 2 | 10 | 4 | 5 | 2 | 1 | 1 | Benign |
497 | 1170945 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
498 | 1181567 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
499 | 1182404 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
500 | 1204558 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
501 | 1217952 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
502 | 1224565 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
503 | 1238186 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
504 | 1253917 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
505 | 1265899 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
506 | 1268766 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
507 | 1277268 | 3 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
508 | 1286943 | 8 | 10 | 10 | 10 | 7 | 5 | 4 | 8 | 7 | Malignant |
509 | 1295508 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | Benign |
510 | 1297327 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
511 | 1297522 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
512 | 1298360 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
513 | 1299924 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
514 | 1299994 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
515 | 1304595 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
516 | 1306282 | 6 | 6 | 7 | 10 | 3 | 10 | 8 | 10 | 2 | Malignant |
517 | 1313325 | 4 | 10 | 4 | 7 | 3 | 10 | 9 | 10 | 1 | Malignant |
518 | 1320077 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
519 | 1320077 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
520 | 1320304 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
521 | 1330439 | 4 | 7 | 8 | 3 | 4 | 10 | 9 | 1 | 1 | Malignant |
522 | 333093 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
523 | 369565 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
524 | 412300 | 10 | 4 | 5 | 4 | 3 | 5 | 7 | 3 | 1 | Malignant |
525 | 672113 | 7 | 5 | 6 | 10 | 4 | 10 | 5 | 3 | 1 | Malignant |
526 | 749653 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
527 | 769612 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
528 | 769612 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
529 | 798429 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
530 | 807657 | 6 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
531 | 8233704 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
532 | 837480 | 7 | 4 | 4 | 3 | 4 | 10 | 6 | 9 | 1 | Malignant |
533 | 867392 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
534 | 869828 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
535 | 1043068 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
536 | 1056171 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
537 | 1061990 | 1 | 1 | 3 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
538 | 1113061 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
539 | 1116192 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
540 | 1135090 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
541 | 1145420 | 6 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
542 | 1158157 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | Benign |
543 | 1171578 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
544 | 1174841 | 5 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
545 | 1184586 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
546 | 1186936 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
547 | 1197527 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
548 | 1222464 | 6 | 10 | 10 | 10 | 4 | 10 | 7 | 10 | 1 | Malignant |
549 | 1240603 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
550 | 1240603 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
551 | 1241035 | 7 | 8 | 3 | 7 | 4 | 5 | 7 | 8 | 2 | Malignant |
552 | 1287971 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
553 | 1289391 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
554 | 1299924 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 1 | Benign |
555 | 1306339 | 4 | 4 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | Benign |
556 | 1313658 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
557 | 1313982 | 4 | 3 | 1 | 1 | 2 | 1 | 4 | 8 | 1 | Benign |
558 | 1321264 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | Benign |
559 | 1321321 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
560 | 1321348 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
561 | 1321931 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
562 | 1321942 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
563 | 1321942 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
564 | 1328331 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
565 | 1328755 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
566 | 1331405 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
567 | 1331412 | 5 | 7 | 10 | 10 | 5 | 10 | 10 | 10 | 1 | Malignant |
568 | 1333104 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
569 | 1334071 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 1 | Benign |
570 | 1343068 | 8 | 4 | 4 | 1 | 6 | 10 | 2 | 5 | 2 | Malignant |
571 | 1343374 | 10 | 10 | 8 | 10 | 6 | 5 | 10 | 3 | 1 | Malignant |
572 | 1344121 | 8 | 10 | 4 | 4 | 8 | 10 | 8 | 2 | 1 | Malignant |
573 | 142932 | 7 | 6 | 10 | 5 | 3 | 10 | 9 | 10 | 2 | Malignant |
574 | 183936 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
575 | 324382 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
576 | 378275 | 10 | 9 | 7 | 3 | 4 | 2 | 7 | 7 | 1 | Malignant |
577 | 385103 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
578 | 690557 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
579 | 695091 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
580 | 695219 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
581 | 824249 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
582 | 871549 | 5 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
583 | 878358 | 5 | 7 | 10 | 6 | 5 | 10 | 7 | 5 | 1 | Malignant |
584 | 1107684 | 6 | 10 | 5 | 5 | 4 | 10 | 6 | 10 | 1 | Malignant |
585 | 1115762 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
586 | 1217717 | 5 | 1 | 1 | 6 | 3 | 1 | 1 | 1 | 1 | Benign |
587 | 1239420 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
588 | 1254538 | 8 | 10 | 10 | 10 | 6 | 10 | 10 | 10 | 1 | Malignant |
589 | 1261751 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
590 | 1268275 | 9 | 8 | 8 | 9 | 6 | 3 | 4 | 1 | 1 | Malignant |
591 | 1272166 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
592 | 1294261 | 4 | 10 | 8 | 5 | 4 | 1 | 10 | 1 | 1 | Malignant |
593 | 1295529 | 2 | 5 | 7 | 6 | 4 | 10 | 7 | 6 | 1 | Malignant |
594 | 1298484 | 10 | 3 | 4 | 5 | 3 | 10 | 4 | 1 | 1 | Malignant |
595 | 1311875 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
596 | 1315506 | 4 | 8 | 6 | 3 | 4 | 10 | 7 | 1 | 1 | Malignant |
597 | 1320141 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
598 | 1325309 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
599 | 1333063 | 5 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
600 | 1333495 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
601 | 1334659 | 5 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
602 | 1336798 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
603 | 1344449 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
604 | 1350568 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
605 | 1352663 | 5 | 4 | 6 | 8 | 4 | 1 | 8 | 10 | 1 | Malignant |
606 | 188336 | 5 | 3 | 2 | 8 | 5 | 10 | 8 | 1 | 2 | Malignant |
607 | 352431 | 10 | 5 | 10 | 3 | 5 | 8 | 7 | 8 | 3 | Malignant |
608 | 353098 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
609 | 411453 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
610 | 557583 | 5 | 10 | 10 | 10 | 10 | 10 | 10 | 1 | 1 | Malignant |
611 | 636375 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
612 | 736150 | 10 | 4 | 3 | 10 | 3 | 10 | 7 | 1 | 2 | Malignant |
613 | 803531 | 5 | 10 | 10 | 10 | 5 | 2 | 8 | 5 | 1 | Malignant |
614 | 822829 | 8 | 10 | 10 | 10 | 6 | 10 | 10 | 10 | 10 | Malignant |
615 | 1016634 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
616 | 1031608 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
617 | 1041043 | 4 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
618 | 1042252 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
619 | 1057067 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | Benign |
620 | 1061990 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
621 | 1073836 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
622 | 1083817 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
623 | 1096352 | 6 | 3 | 3 | 3 | 3 | 2 | 6 | 1 | 1 | Benign |
624 | 1140597 | 7 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
625 | 1149548 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
626 | 1174009 | 5 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | Benign |
627 | 1183596 | 3 | 1 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | Benign |
628 | 1190386 | 4 | 6 | 6 | 5 | 7 | 6 | 7 | 7 | 3 | Malignant |
629 | 1190546 | 2 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
630 | 1213273 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
631 | 1218982 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
632 | 1225382 | 6 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
633 | 1235807 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
634 | 1238777 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
635 | 1253955 | 8 | 7 | 4 | 4 | 5 | 3 | 5 | 10 | 1 | Malignant |
636 | 1257366 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
637 | 1260659 | 3 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
638 | 1268952 | 10 | 10 | 7 | 8 | 7 | 1 | 10 | 10 | 3 | Malignant |
639 | 1275807 | 4 | 2 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | Benign |
640 | 1277792 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
641 | 1277792 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
642 | 1285722 | 4 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
643 | 1288608 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
644 | 1290203 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
645 | 1294413 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
646 | 1299596 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
647 | 1303489 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
648 | 1311033 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
649 | 1311108 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
650 | 1315807 | 5 | 10 | 10 | 10 | 10 | 2 | 10 | 10 | 10 | Malignant |
651 | 1318671 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
652 | 1319609 | 3 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | Benign |
653 | 1323477 | 1 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
654 | 1324572 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
655 | 1324681 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
656 | 1325159 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
657 | 1326892 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
658 | 1330361 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
659 | 1333877 | 5 | 4 | 5 | 1 | 8 | 1 | 3 | 6 | 1 | Benign |
660 | 1334015 | 7 | 8 | 8 | 7 | 3 | 10 | 7 | 2 | 3 | Malignant |
661 | 1334667 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
662 | 1339781 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
663 | 1339781 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
664 | 13454352 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
665 | 1345452 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
666 | 1345593 | 3 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
667 | 1347749 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
668 | 1347943 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | Benign |
669 | 1348851 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
670 | 1350319 | 5 | 7 | 4 | 1 | 6 | 1 | 7 | 10 | 3 | Malignant |
671 | 1350423 | 5 | 10 | 10 | 8 | 5 | 5 | 7 | 10 | 1 | Malignant |
672 | 1352848 | 3 | 10 | 7 | 8 | 5 | 8 | 7 | 4 | 1 | Malignant |
673 | 1353092 | 3 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
674 | 1354840 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
675 | 1354840 | 5 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
676 | 1355260 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
677 | 1365075 | 4 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
678 | 1365328 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
679 | 1368267 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
680 | 1368273 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
681 | 1368882 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
682 | 1369821 | 10 | 10 | 10 | 10 | 5 | 10 | 10 | 10 | 7 | Malignant |
683 | 1371026 | 5 | 10 | 10 | 10 | 4 | 10 | 5 | 6 | 3 | Malignant |
684 | 1371920 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
685 | 466906 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
686 | 466906 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
687 | 534555 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
688 | 536708 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
689 | 566346 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
690 | 603148 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
691 | 654546 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 8 | Benign |
692 | 654546 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
693 | 695091 | 5 | 10 | 10 | 5 | 4 | 5 | 4 | 4 | 1 | Malignant |
694 | 714039 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
695 | 763235 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | Benign |
696 | 776715 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | Benign |
697 | 841769 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
698 | 888820 | 5 | 10 | 10 | 3 | 7 | 3 | 8 | 10 | 2 | Malignant |
699 | 897471 | 4 | 8 | 6 | 4 | 3 | 4 | 10 | 6 | 1 | Malignant |
700 | 897471 | 4 | 8 | 8 | 5 | 4 | 5 | 10 | 4 | 1 | Malignant |