FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches
https://doi.org/10.1109/TVCG.2022.3141040
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19 KiB
19 KiB
1 | clump_thic | size_un | shape_un | marg_adh | epith_size | bare_nuc | bland_chr | nor_nuc | mitoses | class* |
---|---|---|---|---|---|---|---|---|---|---|
2 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
3 | 5 | 4 | 4 | 5 | 7 | 10 | 3 | 2 | 1 | Benign |
4 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
5 | 6 | 8 | 8 | 1 | 3 | 4 | 3 | 7 | 1 | Benign |
6 | 4 | 1 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | Benign |
7 | 8 | 10 | 10 | 8 | 7 | 10 | 9 | 7 | 1 | Malignant |
8 | 1 | 1 | 1 | 1 | 2 | 10 | 3 | 1 | 1 | Benign |
9 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
10 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | Benign |
11 | 4 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
12 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
13 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
14 | 5 | 3 | 3 | 3 | 2 | 3 | 4 | 4 | 1 | Malignant |
15 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
16 | 8 | 7 | 5 | 10 | 7 | 9 | 5 | 5 | 4 | Malignant |
17 | 7 | 4 | 6 | 4 | 6 | 1 | 4 | 3 | 1 | Malignant |
18 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
19 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
20 | 10 | 7 | 7 | 6 | 4 | 10 | 4 | 1 | 2 | Malignant |
21 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
22 | 7 | 3 | 2 | 10 | 5 | 10 | 5 | 4 | 4 | Malignant |
23 | 10 | 5 | 5 | 3 | 6 | 7 | 7 | 10 | 1 | Malignant |
24 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
25 | 8 | 4 | 5 | 1 | 2 | 4 | 7 | 3 | 1 | Malignant |
26 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
27 | 5 | 2 | 3 | 4 | 2 | 7 | 3 | 6 | 1 | Malignant |
28 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
29 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
30 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
31 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
32 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
33 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
34 | 10 | 7 | 7 | 3 | 8 | 5 | 7 | 4 | 3 | Malignant |
35 | 2 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
36 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
37 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
38 | 10 | 10 | 10 | 8 | 6 | 1 | 8 | 9 | 1 | Malignant |
39 | 6 | 2 | 1 | 1 | 1 | 1 | 7 | 1 | 1 | Benign |
40 | 5 | 4 | 4 | 9 | 2 | 10 | 5 | 6 | 1 | Malignant |
41 | 2 | 5 | 3 | 3 | 6 | 7 | 7 | 5 | 1 | Malignant |
42 | 6 | 6 | 6 | 9 | 6 | 4 | 7 | 8 | 1 | Benign |
43 | 10 | 4 | 3 | 1 | 3 | 3 | 6 | 5 | 2 | Malignant |
44 | 6 | 10 | 10 | 2 | 8 | 10 | 7 | 3 | 3 | Malignant |
45 | 5 | 6 | 5 | 6 | 10 | 1 | 3 | 1 | 1 | Malignant |
46 | 10 | 10 | 10 | 4 | 8 | 1 | 8 | 10 | 1 | Malignant |
47 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | Benign |
48 | 3 | 7 | 7 | 4 | 4 | 9 | 4 | 8 | 1 | Malignant |
49 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
50 | 4 | 1 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | Benign |
51 | 7 | 8 | 7 | 2 | 4 | 8 | 3 | 8 | 2 | Malignant |
52 | 9 | 5 | 8 | 1 | 2 | 3 | 2 | 1 | 5 | Malignant |
53 | 5 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 1 | Malignant |
54 | 10 | 3 | 6 | 2 | 3 | 5 | 4 | 10 | 2 | Malignant |
55 | 5 | 5 | 5 | 8 | 10 | 8 | 7 | 3 | 7 | Malignant |
56 | 10 | 5 | 5 | 6 | 8 | 8 | 7 | 1 | 1 | Malignant |
57 | 10 | 6 | 6 | 3 | 4 | 5 | 3 | 6 | 1 | Malignant |
58 | 8 | 10 | 10 | 1 | 3 | 6 | 3 | 9 | 1 | Malignant |
59 | 8 | 2 | 4 | 1 | 5 | 1 | 5 | 4 | 4 | Malignant |
60 | 5 | 2 | 3 | 1 | 6 | 10 | 5 | 1 | 1 | Malignant |
61 | 9 | 5 | 5 | 2 | 2 | 2 | 5 | 1 | 1 | Malignant |
62 | 5 | 3 | 5 | 5 | 3 | 3 | 4 | 10 | 1 | Malignant |
63 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | Benign |
64 | 9 | 10 | 10 | 1 | 10 | 8 | 3 | 3 | 1 | Malignant |
65 | 6 | 3 | 4 | 1 | 5 | 2 | 3 | 9 | 1 | Malignant |
66 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
67 | 10 | 4 | 2 | 1 | 3 | 2 | 4 | 3 | 10 | Malignant |
68 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
69 | 5 | 3 | 4 | 1 | 8 | 10 | 4 | 9 | 1 | Malignant |
70 | 8 | 3 | 8 | 3 | 4 | 9 | 8 | 9 | 8 | Malignant |
71 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
72 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
73 | 6 | 10 | 2 | 8 | 10 | 2 | 7 | 8 | 10 | Malignant |
74 | 1 | 3 | 3 | 2 | 2 | 1 | 7 | 2 | 1 | Benign |
75 | 9 | 4 | 5 | 10 | 6 | 10 | 4 | 8 | 1 | Malignant |
76 | 10 | 6 | 4 | 1 | 3 | 4 | 3 | 2 | 3 | Malignant |
77 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 2 | 1 | Benign |
78 | 1 | 1 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
79 | 5 | 3 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
80 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
81 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
82 | 2 | 2 | 2 | 1 | 1 | 1 | 7 | 1 | 1 | Benign |
83 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
84 | 5 | 2 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
85 | 3 | 1 | 1 | 1 | 2 | 2 | 7 | 1 | 1 | Benign |
86 | 3 | 5 | 7 | 8 | 8 | 9 | 7 | 10 | 7 | Malignant |
87 | 5 | 10 | 6 | 1 | 10 | 4 | 4 | 10 | 10 | Malignant |
88 | 3 | 3 | 6 | 4 | 5 | 8 | 4 | 4 | 1 | Malignant |
89 | 3 | 6 | 6 | 6 | 5 | 10 | 6 | 8 | 3 | Malignant |
90 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
91 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | Benign |
92 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
93 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
94 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
95 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
96 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
97 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
98 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
99 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
100 | 9 | 6 | 9 | 2 | 10 | 6 | 2 | 9 | 10 | Malignant |
101 | 7 | 5 | 6 | 10 | 5 | 10 | 7 | 9 | 4 | Malignant |
102 | 10 | 3 | 5 | 1 | 10 | 5 | 3 | 10 | 2 | Malignant |
103 | 2 | 3 | 4 | 4 | 2 | 5 | 2 | 5 | 1 | Malignant |
104 | 4 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
105 | 8 | 2 | 3 | 1 | 6 | 3 | 7 | 1 | 1 | Malignant |
106 | 10 | 10 | 10 | 10 | 10 | 1 | 8 | 8 | 8 | Malignant |
107 | 7 | 3 | 4 | 4 | 3 | 3 | 3 | 2 | 7 | Malignant |
108 | 10 | 10 | 10 | 8 | 2 | 10 | 4 | 1 | 1 | Malignant |
109 | 1 | 6 | 8 | 10 | 8 | 10 | 5 | 7 | 1 | Malignant |
110 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
111 | 6 | 5 | 4 | 4 | 3 | 9 | 7 | 8 | 3 | Malignant |
112 | 1 | 3 | 1 | 2 | 2 | 2 | 5 | 3 | 2 | Benign |
113 | 8 | 6 | 4 | 3 | 5 | 9 | 3 | 1 | 1 | Malignant |
114 | 10 | 3 | 3 | 10 | 2 | 10 | 7 | 3 | 3 | Malignant |
115 | 10 | 10 | 10 | 3 | 10 | 8 | 8 | 1 | 1 | Malignant |
116 | 3 | 3 | 2 | 1 | 2 | 3 | 3 | 1 | 1 | Benign |
117 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
118 | 8 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 1 | Benign |
119 | 4 | 5 | 5 | 10 | 4 | 10 | 7 | 5 | 8 | Malignant |
120 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | Benign |
121 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
122 | 1 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
123 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | Benign |
124 | 10 | 10 | 10 | 2 | 10 | 10 | 5 | 3 | 3 | Malignant |
125 | 5 | 3 | 5 | 1 | 8 | 10 | 5 | 3 | 1 | Malignant |
126 | 5 | 4 | 6 | 7 | 9 | 7 | 8 | 10 | 1 | Malignant |
127 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
128 | 7 | 5 | 3 | 7 | 4 | 10 | 7 | 5 | 5 | Malignant |
129 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
130 | 8 | 3 | 5 | 4 | 5 | 10 | 1 | 6 | 2 | Malignant |
131 | 1 | 1 | 1 | 1 | 10 | 1 | 1 | 1 | 1 | Benign |
132 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
133 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
134 | 5 | 10 | 8 | 10 | 8 | 10 | 3 | 6 | 3 | Malignant |
135 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
136 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
137 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | Benign |
138 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
139 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
140 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
141 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | Benign |
142 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
143 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
144 | 9 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | Malignant |
145 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
146 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
147 | 1 | 1 | 3 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
148 | 3 | 4 | 5 | 2 | 6 | 8 | 4 | 1 | 1 | Malignant |
149 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | Benign |
150 | 3 | 1 | 1 | 3 | 8 | 1 | 5 | 8 | 1 | Benign |
151 | 8 | 8 | 7 | 4 | 10 | 10 | 7 | 8 | 7 | Malignant |
152 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
153 | 7 | 2 | 4 | 1 | 6 | 10 | 5 | 4 | 3 | Malignant |
154 | 10 | 10 | 8 | 6 | 4 | 5 | 8 | 10 | 1 | Malignant |
155 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | Benign |
156 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
157 | 5 | 5 | 5 | 6 | 3 | 10 | 3 | 1 | 1 | Malignant |
158 | 1 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
159 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
160 | 1 | 1 | 2 | 1 | 3 | 4 | 1 | 1 | 1 | Benign |
161 | 9 | 9 | 10 | 3 | 6 | 10 | 7 | 10 | 6 | Malignant |
162 | 10 | 7 | 7 | 4 | 5 | 10 | 5 | 7 | 2 | Malignant |
163 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
164 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
165 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 7 | Benign |
166 | 5 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
167 | 4 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | Benign |
168 | 5 | 6 | 7 | 8 | 8 | 10 | 3 | 10 | 3 | Malignant |
169 | 10 | 8 | 10 | 10 | 6 | 1 | 3 | 1 | 10 | Malignant |
170 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
171 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | Benign |
172 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
173 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
174 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
175 | 6 | 10 | 10 | 10 | 8 | 10 | 10 | 10 | 7 | Malignant |
176 | 8 | 6 | 5 | 4 | 3 | 10 | 6 | 1 | 1 | Malignant |
177 | 5 | 8 | 7 | 7 | 10 | 10 | 5 | 7 | 1 | Malignant |
178 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
179 | 5 | 10 | 10 | 3 | 8 | 1 | 5 | 10 | 3 | Malignant |
180 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
181 | 5 | 3 | 3 | 3 | 6 | 10 | 3 | 1 | 1 | Malignant |
182 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
183 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
184 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
185 | 5 | 8 | 8 | 8 | 5 | 10 | 7 | 8 | 1 | Malignant |
186 | 8 | 7 | 6 | 4 | 4 | 10 | 5 | 1 | 1 | Malignant |
187 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
188 | 1 | 5 | 8 | 6 | 5 | 8 | 7 | 10 | 1 | Malignant |
189 | 10 | 5 | 6 | 10 | 6 | 10 | 7 | 7 | 10 | Malignant |
190 | 5 | 8 | 4 | 10 | 5 | 8 | 9 | 10 | 1 | Malignant |
191 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
192 | 10 | 10 | 10 | 8 | 6 | 8 | 7 | 10 | 1 | Malignant |
193 | 7 | 5 | 10 | 10 | 10 | 10 | 4 | 10 | 3 | Malignant |
194 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
195 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
196 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
197 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
198 | 8 | 4 | 4 | 5 | 4 | 7 | 7 | 8 | 2 | Benign |
199 | 5 | 1 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | Benign |
200 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
201 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
202 | 9 | 7 | 7 | 5 | 5 | 10 | 7 | 8 | 3 | Malignant |
203 | 10 | 8 | 8 | 4 | 10 | 10 | 8 | 1 | 1 | Malignant |
204 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
205 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
206 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
207 | 5 | 10 | 10 | 9 | 6 | 10 | 7 | 10 | 5 | Malignant |
208 | 10 | 10 | 9 | 3 | 7 | 5 | 3 | 5 | 1 | Malignant |
209 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
210 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
211 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
212 | 8 | 10 | 10 | 10 | 5 | 10 | 8 | 10 | 6 | Malignant |
213 | 8 | 10 | 8 | 8 | 4 | 8 | 7 | 7 | 1 | Malignant |
214 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
215 | 10 | 10 | 10 | 10 | 7 | 10 | 7 | 10 | 4 | Malignant |
216 | 10 | 10 | 10 | 10 | 3 | 10 | 10 | 6 | 1 | Malignant |
217 | 8 | 7 | 8 | 7 | 5 | 5 | 5 | 10 | 2 | Malignant |
218 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
219 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
220 | 6 | 10 | 7 | 7 | 6 | 4 | 8 | 10 | 2 | Malignant |
221 | 6 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
222 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
223 | 10 | 6 | 4 | 3 | 10 | 10 | 9 | 10 | 1 | Malignant |
224 | 4 | 1 | 1 | 3 | 1 | 5 | 2 | 1 | 1 | Malignant |
225 | 7 | 5 | 6 | 3 | 3 | 8 | 7 | 4 | 1 | Malignant |
226 | 10 | 5 | 5 | 6 | 3 | 10 | 7 | 9 | 2 | Malignant |
227 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
228 | 10 | 5 | 7 | 4 | 4 | 10 | 8 | 9 | 1 | Malignant |
229 | 8 | 9 | 9 | 5 | 3 | 5 | 7 | 7 | 1 | Malignant |
230 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
231 | 10 | 10 | 10 | 3 | 10 | 10 | 9 | 10 | 1 | Malignant |
232 | 7 | 4 | 7 | 4 | 3 | 7 | 7 | 6 | 1 | Malignant |
233 | 6 | 8 | 7 | 5 | 6 | 8 | 8 | 9 | 2 | Malignant |
234 | 8 | 4 | 6 | 3 | 3 | 1 | 4 | 3 | 1 | Benign |
235 | 10 | 4 | 5 | 5 | 5 | 10 | 4 | 1 | 1 | Malignant |
236 | 3 | 3 | 2 | 1 | 3 | 1 | 3 | 6 | 1 | Benign |
237 | 3 | 1 | 4 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
238 | 10 | 8 | 8 | 2 | 8 | 10 | 4 | 8 | 10 | Malignant |
239 | 9 | 8 | 8 | 5 | 6 | 2 | 4 | 10 | 4 | Malignant |
240 | 8 | 10 | 10 | 8 | 6 | 9 | 3 | 10 | 10 | Malignant |
241 | 10 | 4 | 3 | 2 | 3 | 10 | 5 | 3 | 2 | Malignant |
242 | 5 | 1 | 3 | 3 | 2 | 2 | 2 | 3 | 1 | Benign |
243 | 3 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | Benign |
244 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
245 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | Benign |
246 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
247 | 5 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | Benign |
248 | 8 | 10 | 10 | 8 | 5 | 10 | 7 | 8 | 1 | Malignant |
249 | 8 | 4 | 4 | 1 | 2 | 9 | 3 | 3 | 1 | Malignant |
250 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 6 | 1 | Benign |
251 | 3 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
252 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
253 | 10 | 4 | 4 | 10 | 2 | 10 | 5 | 3 | 3 | Malignant |
254 | 6 | 3 | 3 | 5 | 3 | 10 | 3 | 5 | 3 | Benign |
255 | 6 | 10 | 10 | 2 | 8 | 10 | 7 | 3 | 3 | Malignant |
256 | 9 | 10 | 10 | 1 | 10 | 8 | 3 | 3 | 1 | Malignant |
257 | 5 | 6 | 6 | 2 | 4 | 10 | 3 | 6 | 1 | Malignant |
258 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
259 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
260 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
261 | 5 | 7 | 7 | 1 | 5 | 8 | 3 | 4 | 1 | Benign |
262 | 10 | 5 | 8 | 10 | 3 | 10 | 5 | 1 | 3 | Malignant |
263 | 5 | 10 | 10 | 6 | 10 | 10 | 10 | 6 | 5 | Malignant |
264 | 8 | 8 | 9 | 4 | 5 | 10 | 7 | 8 | 1 | Malignant |
265 | 10 | 4 | 4 | 10 | 6 | 10 | 5 | 5 | 1 | Malignant |
266 | 7 | 9 | 4 | 10 | 10 | 3 | 5 | 3 | 3 | Malignant |
267 | 5 | 1 | 4 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
268 | 10 | 10 | 6 | 3 | 3 | 10 | 4 | 3 | 2 | Malignant |
269 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | Malignant |
270 | 10 | 8 | 8 | 2 | 3 | 4 | 8 | 7 | 8 | Malignant |
271 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
272 | 8 | 4 | 7 | 1 | 3 | 10 | 3 | 9 | 2 | Malignant |
273 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
274 | 3 | 3 | 5 | 2 | 3 | 10 | 7 | 1 | 1 | Malignant |
275 | 7 | 2 | 4 | 1 | 3 | 4 | 3 | 3 | 1 | Malignant |
276 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
277 | 3 | 1 | 3 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
278 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
279 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
280 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
281 | 10 | 5 | 7 | 3 | 3 | 7 | 3 | 3 | 8 | Malignant |
282 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
283 | 2 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
284 | 1 | 4 | 3 | 10 | 4 | 10 | 5 | 6 | 1 | Malignant |
285 | 10 | 4 | 6 | 1 | 2 | 10 | 5 | 3 | 1 | Malignant |
286 | 7 | 4 | 5 | 10 | 2 | 10 | 3 | 8 | 2 | Malignant |
287 | 8 | 10 | 10 | 10 | 8 | 10 | 10 | 7 | 3 | Malignant |
288 | 10 | 10 | 10 | 10 | 10 | 10 | 4 | 10 | 10 | Malignant |
289 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
290 | 6 | 1 | 3 | 1 | 4 | 5 | 5 | 10 | 1 | Malignant |
291 | 5 | 6 | 6 | 8 | 6 | 10 | 4 | 10 | 4 | Malignant |
292 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
293 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
294 | 8 | 8 | 8 | 1 | 2 | 4 | 6 | 10 | 1 | Malignant |
295 | 10 | 4 | 4 | 6 | 2 | 10 | 2 | 3 | 1 | Malignant |
296 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | Benign |
297 | 5 | 5 | 7 | 8 | 6 | 10 | 7 | 4 | 1 | Malignant |
298 | 5 | 3 | 4 | 3 | 4 | 5 | 4 | 7 | 1 | Benign |
299 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 1 | Benign |
300 | 8 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | Benign |
301 | 9 | 1 | 2 | 6 | 4 | 10 | 7 | 7 | 2 | Malignant |
302 | 8 | 4 | 10 | 5 | 4 | 4 | 7 | 10 | 1 | Malignant |
303 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
304 | 10 | 10 | 10 | 7 | 9 | 10 | 7 | 10 | 10 | Malignant |
305 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
306 | 8 | 3 | 4 | 9 | 3 | 10 | 3 | 3 | 1 | Malignant |
307 | 10 | 8 | 4 | 4 | 4 | 10 | 3 | 10 | 4 | Malignant |
308 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
309 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
310 | 7 | 8 | 7 | 6 | 4 | 3 | 8 | 8 | 4 | Malignant |
311 | 3 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | Benign |
312 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
313 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
314 | 8 | 6 | 4 | 10 | 10 | 1 | 3 | 5 | 1 | Malignant |
315 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
316 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
317 | 4 | 6 | 5 | 6 | 7 | 4 | 4 | 9 | 1 | Benign |
318 | 5 | 5 | 5 | 2 | 5 | 10 | 4 | 3 | 1 | Malignant |
319 | 6 | 8 | 7 | 8 | 6 | 8 | 8 | 9 | 1 | Malignant |
320 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | Benign |
321 | 4 | 4 | 4 | 4 | 6 | 5 | 7 | 3 | 1 | Benign |
322 | 7 | 6 | 3 | 2 | 5 | 10 | 7 | 4 | 6 | Malignant |
323 | 3 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | Benign |
324 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
325 | 5 | 4 | 6 | 10 | 2 | 10 | 4 | 1 | 1 | Malignant |
326 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
327 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
328 | 10 | 1 | 1 | 1 | 2 | 10 | 5 | 4 | 1 | Malignant |
329 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
330 | 8 | 10 | 3 | 2 | 6 | 4 | 3 | 10 | 1 | Malignant |
331 | 10 | 4 | 6 | 4 | 5 | 10 | 7 | 1 | 1 | Malignant |
332 | 10 | 4 | 7 | 2 | 2 | 8 | 6 | 1 | 1 | Malignant |
333 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | Benign |
334 | 5 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | Benign |
335 | 5 | 4 | 6 | 6 | 4 | 10 | 4 | 3 | 1 | Malignant |
336 | 8 | 6 | 7 | 3 | 3 | 10 | 3 | 4 | 2 | Malignant |
337 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
338 | 6 | 5 | 5 | 8 | 4 | 10 | 3 | 4 | 1 | Malignant |
339 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
340 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
341 | 8 | 5 | 5 | 5 | 2 | 10 | 4 | 3 | 1 | Malignant |
342 | 10 | 3 | 3 | 1 | 2 | 10 | 7 | 6 | 1 | Malignant |
343 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
344 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
345 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
346 | 7 | 6 | 4 | 8 | 10 | 10 | 9 | 5 | 3 | Malignant |
347 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
348 | 5 | 2 | 2 | 2 | 3 | 1 | 1 | 3 | 1 | Benign |
349 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | Benign |
350 | 3 | 4 | 4 | 10 | 5 | 1 | 3 | 3 | 1 | Malignant |
351 | 4 | 2 | 3 | 5 | 3 | 8 | 7 | 6 | 1 | Malignant |
352 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
353 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
354 | 3 | 4 | 5 | 3 | 7 | 3 | 4 | 6 | 1 | Benign |
355 | 2 | 7 | 10 | 10 | 7 | 10 | 4 | 9 | 4 | Malignant |
356 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
357 | 4 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | Benign |
358 | 5 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | Malignant |
359 | 8 | 10 | 10 | 7 | 10 | 10 | 7 | 3 | 8 | Malignant |
360 | 8 | 10 | 5 | 3 | 8 | 4 | 4 | 10 | 3 | Malignant |
361 | 10 | 3 | 5 | 4 | 3 | 7 | 3 | 5 | 3 | Malignant |
362 | 6 | 10 | 10 | 10 | 10 | 10 | 8 | 10 | 10 | Malignant |
363 | 3 | 10 | 3 | 10 | 6 | 10 | 5 | 1 | 4 | Malignant |
364 | 3 | 2 | 2 | 1 | 4 | 3 | 2 | 1 | 1 | Benign |
365 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | Benign |
366 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
367 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
368 | 6 | 10 | 10 | 10 | 8 | 10 | 7 | 10 | 7 | Malignant |
369 | 5 | 8 | 8 | 10 | 5 | 10 | 8 | 10 | 3 | Malignant |
370 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
371 | 1 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
372 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | Benign |
373 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
374 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
375 | 5 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
376 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
377 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
378 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
379 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
380 | 3 | 1 | 1 | 4 | 3 | 1 | 2 | 2 | 1 | Benign |
381 | 5 | 3 | 4 | 1 | 4 | 1 | 3 | 1 | 1 | Benign |
382 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
383 | 10 | 6 | 3 | 6 | 4 | 10 | 7 | 8 | 4 | Malignant |
384 | 3 | 2 | 2 | 2 | 2 | 1 | 3 | 2 | 1 | Benign |
385 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
386 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
387 | 3 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | Benign |
388 | 7 | 6 | 6 | 3 | 2 | 10 | 7 | 1 | 1 | Malignant |
389 | 5 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | Benign |
390 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
391 | 5 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | Benign |
392 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
393 | 10 | 8 | 7 | 4 | 3 | 10 | 7 | 9 | 1 | Malignant |
394 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
395 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
396 | 1 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
397 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
398 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
399 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
400 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
401 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
402 | 3 | 10 | 8 | 7 | 6 | 9 | 9 | 3 | 8 | Malignant |
403 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
404 | 5 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
405 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | Benign |
406 | 1 | 2 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | Benign |
407 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
408 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
409 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
410 | 2 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | Benign |
411 | 3 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
412 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
413 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | Benign |
414 | 10 | 10 | 10 | 6 | 8 | 4 | 8 | 5 | 1 | Malignant |
415 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
416 | 8 | 5 | 6 | 2 | 3 | 10 | 6 | 6 | 1 | Malignant |
417 | 3 | 3 | 2 | 6 | 3 | 3 | 3 | 5 | 1 | Benign |
418 | 8 | 7 | 8 | 5 | 10 | 10 | 7 | 2 | 1 | Malignant |
419 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
420 | 5 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | Benign |
421 | 2 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | Benign |
422 | 3 | 2 | 2 | 3 | 2 | 3 | 3 | 1 | 1 | Benign |
423 | 10 | 10 | 10 | 7 | 10 | 10 | 8 | 2 | 1 | Malignant |
424 | 4 | 3 | 3 | 1 | 2 | 1 | 3 | 3 | 1 | Benign |
425 | 5 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
426 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
427 | 9 | 10 | 10 | 10 | 10 | 10 | 10 | 10 | 1 | Malignant |
428 | 5 | 3 | 6 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
429 | 8 | 7 | 8 | 2 | 4 | 2 | 5 | 10 | 1 | Malignant |
430 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
431 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
432 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
433 | 5 | 1 | 1 | 3 | 4 | 1 | 3 | 2 | 1 | Benign |
434 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
435 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
436 | 6 | 9 | 7 | 5 | 5 | 8 | 4 | 2 | 1 | Benign |
437 | 10 | 8 | 10 | 1 | 3 | 10 | 5 | 1 | 1 | Malignant |
438 | 10 | 10 | 10 | 1 | 6 | 1 | 2 | 8 | 1 | Malignant |
439 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
440 | 4 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
441 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
442 | 10 | 4 | 3 | 10 | 4 | 10 | 10 | 1 | 1 | Malignant |
443 | 5 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | Benign |
444 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | Benign |
445 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | Benign |
446 | 5 | 1 | 1 | 6 | 3 | 1 | 2 | 1 | 1 | Benign |
447 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
448 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
449 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
450 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
451 | 5 | 7 | 9 | 8 | 6 | 10 | 8 | 10 | 1 | Malignant |
452 | 4 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | Benign |
453 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
454 | 3 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
455 | 4 | 5 | 5 | 8 | 6 | 10 | 10 | 7 | 1 | Malignant |
456 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
457 | 10 | 2 | 2 | 1 | 2 | 6 | 1 | 1 | 2 | Malignant |
458 | 10 | 6 | 5 | 8 | 5 | 10 | 8 | 6 | 1 | Malignant |
459 | 8 | 8 | 9 | 6 | 6 | 3 | 10 | 10 | 1 | Malignant |
460 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
461 | 5 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
462 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
463 | 3 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
464 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
465 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | Benign |
466 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
467 | 10 | 9 | 8 | 7 | 6 | 4 | 7 | 10 | 3 | Malignant |
468 | 10 | 6 | 6 | 2 | 4 | 10 | 9 | 7 | 1 | Malignant |
469 | 6 | 6 | 6 | 5 | 4 | 10 | 7 | 6 | 2 | Malignant |
470 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
471 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
472 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
473 | 6 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
474 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
475 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
476 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
477 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
478 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
479 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
480 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
481 | 4 | 8 | 7 | 10 | 4 | 10 | 7 | 5 | 1 | Malignant |
482 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
483 | 5 | 3 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | Benign |
484 | 9 | 10 | 10 | 10 | 10 | 5 | 10 | 10 | 10 | Malignant |
485 | 8 | 7 | 8 | 5 | 5 | 10 | 9 | 10 | 1 | Malignant |
486 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
487 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | Benign |
488 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
489 | 10 | 10 | 10 | 10 | 6 | 10 | 8 | 1 | 5 | Malignant |
490 | 3 | 6 | 4 | 10 | 3 | 3 | 3 | 4 | 1 | Malignant |
491 | 6 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 1 | Malignant |
492 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
493 | 5 | 8 | 9 | 4 | 3 | 10 | 7 | 1 | 1 | Malignant |
494 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
495 | 5 | 10 | 10 | 10 | 6 | 10 | 6 | 5 | 2 | Malignant |
496 | 5 | 1 | 2 | 10 | 4 | 5 | 2 | 1 | 1 | Benign |
497 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
498 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
499 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
500 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
501 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
502 | 6 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
503 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
504 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
505 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
506 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
507 | 3 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
508 | 8 | 10 | 10 | 10 | 7 | 5 | 4 | 8 | 7 | Malignant |
509 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | Benign |
510 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
511 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
512 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
513 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
514 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
515 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
516 | 6 | 6 | 7 | 10 | 3 | 10 | 8 | 10 | 2 | Malignant |
517 | 4 | 10 | 4 | 7 | 3 | 10 | 9 | 10 | 1 | Malignant |
518 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
519 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
520 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
521 | 4 | 7 | 8 | 3 | 4 | 10 | 9 | 1 | 1 | Malignant |
522 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
523 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
524 | 10 | 4 | 5 | 4 | 3 | 5 | 7 | 3 | 1 | Malignant |
525 | 7 | 5 | 6 | 10 | 4 | 10 | 5 | 3 | 1 | Malignant |
526 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
527 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
528 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
529 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
530 | 6 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
531 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
532 | 7 | 4 | 4 | 3 | 4 | 10 | 6 | 9 | 1 | Malignant |
533 | 4 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
534 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | Benign |
535 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
536 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
537 | 1 | 1 | 3 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
538 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
539 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
540 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
541 | 6 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
542 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | Benign |
543 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
544 | 5 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
545 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
546 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | Benign |
547 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
548 | 6 | 10 | 10 | 10 | 4 | 10 | 7 | 10 | 1 | Malignant |
549 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
550 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
551 | 7 | 8 | 3 | 7 | 4 | 5 | 7 | 8 | 2 | Malignant |
552 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
553 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
554 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 1 | Benign |
555 | 4 | 4 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | Benign |
556 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
557 | 4 | 3 | 1 | 1 | 2 | 1 | 4 | 8 | 1 | Benign |
558 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | Benign |
559 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
560 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
561 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
562 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
563 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
564 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
565 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
566 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
567 | 5 | 7 | 10 | 10 | 5 | 10 | 10 | 10 | 1 | Malignant |
568 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
569 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 1 | Benign |
570 | 8 | 4 | 4 | 1 | 6 | 10 | 2 | 5 | 2 | Malignant |
571 | 10 | 10 | 8 | 10 | 6 | 5 | 10 | 3 | 1 | Malignant |
572 | 8 | 10 | 4 | 4 | 8 | 10 | 8 | 2 | 1 | Malignant |
573 | 7 | 6 | 10 | 5 | 3 | 10 | 9 | 10 | 2 | Malignant |
574 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
575 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
576 | 10 | 9 | 7 | 3 | 4 | 2 | 7 | 7 | 1 | Malignant |
577 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
578 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
579 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
580 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
581 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
582 | 5 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
583 | 5 | 7 | 10 | 6 | 5 | 10 | 7 | 5 | 1 | Malignant |
584 | 6 | 10 | 5 | 5 | 4 | 10 | 6 | 10 | 1 | Malignant |
585 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
586 | 5 | 1 | 1 | 6 | 3 | 1 | 1 | 1 | 1 | Benign |
587 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
588 | 8 | 10 | 10 | 10 | 6 | 10 | 10 | 10 | 1 | Malignant |
589 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
590 | 9 | 8 | 8 | 9 | 6 | 3 | 4 | 1 | 1 | Malignant |
591 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
592 | 4 | 10 | 8 | 5 | 4 | 1 | 10 | 1 | 1 | Malignant |
593 | 2 | 5 | 7 | 6 | 4 | 10 | 7 | 6 | 1 | Malignant |
594 | 10 | 3 | 4 | 5 | 3 | 10 | 4 | 1 | 1 | Malignant |
595 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
596 | 4 | 8 | 6 | 3 | 4 | 10 | 7 | 1 | 1 | Malignant |
597 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
598 | 4 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
599 | 5 | 1 | 3 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
600 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
601 | 5 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | Benign |
602 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
603 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
604 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
605 | 5 | 4 | 6 | 8 | 4 | 1 | 8 | 10 | 1 | Malignant |
606 | 5 | 3 | 2 | 8 | 5 | 10 | 8 | 1 | 2 | Malignant |
607 | 10 | 5 | 10 | 3 | 5 | 8 | 7 | 8 | 3 | Malignant |
608 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | Benign |
609 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
610 | 5 | 10 | 10 | 10 | 10 | 10 | 10 | 1 | 1 | Malignant |
611 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
612 | 10 | 4 | 3 | 10 | 3 | 10 | 7 | 1 | 2 | Malignant |
613 | 5 | 10 | 10 | 10 | 5 | 2 | 8 | 5 | 1 | Malignant |
614 | 8 | 10 | 10 | 10 | 6 | 10 | 10 | 10 | 10 | Malignant |
615 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
616 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | Benign |
617 | 4 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
618 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
619 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | Benign |
620 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
621 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
622 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
623 | 6 | 3 | 3 | 3 | 3 | 2 | 6 | 1 | 1 | Benign |
624 | 7 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
625 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
626 | 5 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | Benign |
627 | 3 | 1 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | Benign |
628 | 4 | 6 | 6 | 5 | 7 | 6 | 7 | 7 | 3 | Malignant |
629 | 2 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | Benign |
630 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
631 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
632 | 6 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
633 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
634 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
635 | 8 | 7 | 4 | 4 | 5 | 3 | 5 | 10 | 1 | Malignant |
636 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
637 | 3 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
638 | 10 | 10 | 7 | 8 | 7 | 1 | 10 | 10 | 3 | Malignant |
639 | 4 | 2 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | Benign |
640 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
641 | 5 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
642 | 4 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
643 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
644 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
645 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
646 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
647 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
648 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
649 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
650 | 5 | 10 | 10 | 10 | 10 | 2 | 10 | 10 | 10 | Malignant |
651 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
652 | 3 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | Benign |
653 | 1 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
654 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | Benign |
655 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
656 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
657 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
658 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
659 | 5 | 4 | 5 | 1 | 8 | 1 | 3 | 6 | 1 | Benign |
660 | 7 | 8 | 8 | 7 | 3 | 10 | 7 | 2 | 3 | Malignant |
661 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
662 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
663 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
664 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
665 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
666 | 3 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | Benign |
667 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
668 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | Benign |
669 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
670 | 5 | 7 | 4 | 1 | 6 | 1 | 7 | 10 | 3 | Malignant |
671 | 5 | 10 | 10 | 8 | 5 | 5 | 7 | 10 | 1 | Malignant |
672 | 3 | 10 | 7 | 8 | 5 | 8 | 7 | 4 | 1 | Malignant |
673 | 3 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | Benign |
674 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | Benign |
675 | 5 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | Benign |
676 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
677 | 4 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
678 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | Benign |
679 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
680 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
681 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
682 | 10 | 10 | 10 | 10 | 5 | 10 | 10 | 10 | 7 | Malignant |
683 | 5 | 10 | 10 | 10 | 4 | 10 | 5 | 6 | 3 | Malignant |
684 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | Benign |
685 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
686 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
687 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
688 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
689 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | Benign |
690 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
691 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 8 | Benign |
692 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | Benign |
693 | 5 | 10 | 10 | 5 | 4 | 5 | 4 | 4 | 1 | Malignant |
694 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
695 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | Benign |
696 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | Benign |
697 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | Benign |
698 | 5 | 10 | 10 | 3 | 7 | 3 | 8 | 10 | 2 | Malignant |
699 | 4 | 8 | 6 | 4 | 3 | 4 | 10 | 6 | 1 | Malignant |
700 | 4 | 8 | 8 | 5 | 4 | 5 | 10 | 4 | 1 | Malignant |