Datasets:
agrawalchaitany
/
cyberbert_dataset

Dataset card Data Studio Files
xet
Community
1
Destination Port
float64
Flow Duration
float64
Total Fwd Packets
float64
Total Backward Packets
float64
Total Length of Fwd Packets
float64
Total Length of Bwd Packets
float64
Fwd Packet Length Max
float64
Fwd Packet Length Min
float64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
float64
Bwd Packet Length Min
float64
Bwd Packet Length Mean
float64
Bwd Packet Length Std
float64
Flow Bytes/s
float64
Flow Packets/s
float64
Flow IAT Mean
float64
Flow IAT Std
float64
Flow IAT Max
float64
Flow IAT Min
float64
Fwd IAT Total
float64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
float64
Fwd IAT Min
float64
Bwd IAT Total
float64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
float64
Bwd IAT Min
float64
Fwd PSH Flags
float64
Bwd PSH Flags
float64
Fwd URG Flags
float64
Bwd URG Flags
float64
Fwd Header Length
float64
Bwd Header Length
float64
Fwd Packets/s
float64
Bwd Packets/s
float64
Min Packet Length
float64
Max Packet Length
float64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
float64
SYN Flag Count
float64
RST Flag Count
float64
PSH Flag Count
float64
ACK Flag Count
float64
URG Flag Count
float64
CWE Flag Count
float64
ECE Flag Count
float64
Down/Up Ratio
float64
Average Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Header Length.1
float64
Fwd Avg Bytes/Bulk
float64
Fwd Avg Packets/Bulk
float64
Fwd Avg Bulk Rate
float64
Bwd Avg Bytes/Bulk
float64
Bwd Avg Packets/Bulk
float64
Bwd Avg Bulk Rate
float64
Subflow Fwd Packets
float64
Subflow Fwd Bytes
float64
Subflow Bwd Packets
float64
Subflow Bwd Bytes
float64
Init_Win_bytes_forward
float64
Init_Win_bytes_backward
float64
act_data_pkt_fwd
float64
min_seg_size_forward
float64
Active Mean
float64
Active Std
float64
Active Max
float64
Active Min
float64
Idle Mean
float64
Idle Std
float64
Idle Max
float64
Idle Min
float64
Label
string
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BENIGN
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1,854
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103
162.427178
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429.722222
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58,200,000
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0.154365
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17
20
172,370
166,172.922
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BENIGN
123
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1
1
48
48
48
48
48
0
48
48
48
0
1,132.395961
23.591583
84,776
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BENIGN
443
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53
0
53
0
26.5
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0
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3
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BENIGN
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50
50
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0
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BENIGN
53
313
2
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206
45
45
45
0
103
103
103
0
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12,779.55272
104.333333
170.365294
301
2
10
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64
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BENIGN
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253
2
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122
45
45
45
0
61
61
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0
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3
3
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64
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BENIGN
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122
45
45
45
0
61
61
61
0
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3
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4
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3
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64
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BENIGN
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246
2
2
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206
45
45
45
0
103
103
103
0
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16,260.1626
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1
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BENIGN
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122
45
45
45
0
61
61
61
0
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3
3
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BENIGN
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206
45
45
45
0
103
103
103
0
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BENIGN
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25,399
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43
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BENIGN
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43
43
0
110
110
110
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BENIGN
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206
45
45
45
0
103
103
103
0
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105.655099
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1
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BENIGN
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61
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BENIGN
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36
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BENIGN
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103
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0
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BENIGN
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0
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BENIGN
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BENIGN
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61
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0
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3
3
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3
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4
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40
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BENIGN
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1
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BENIGN
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3
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BENIGN
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45
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61
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0
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3
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3
3
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BENIGN
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264
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45
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103
103
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0
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11
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0
0
0
0
0
0
0
BENIGN
53
198
2
2
90
122
45
45
45
0
61
61
61
0
1,070,707.071
20,202.0202
66
108.25433
191
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
64
64
10,101.0101
10,101.0101
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
399
2
2
90
206
45
45
45
0
103
103
103
0
741,854.6366
10,025.06266
133
189.39113
350
1
1
1
0
1
1
48
48
0
48
48
0
0
0
0
64
64
5,012.531328
5,012.531328
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
24,629
2
2
72
140
36
36
36
0
70
70
70
0
8,607.738844
162.410167
8,209.666667
14,205.70425
24,613
3
13
13
0
13
13
3
3
0
3
3
0
0
0
0
80
40
81.205083
81.205083
36
70
49.6
18.622567
346.8
0
0
0
0
0
0
0
0
1
62
36
70
80
0
0
0
0
0
0
2
72
2
140
-1
-1
1
40
0
0
0
0
0
0
0
0
BENIGN
53
320
2
2
90
206
45
45
45
0
103
103
103
0
925,000
12,500
106.666667
143.472413
270
1
1
1
0
1
1
49
49
0
49
49
0
0
0
0
64
64
6,250
6,250
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
262
2
2
90
122
45
45
45
0
61
61
61
0
809,160.3053
15,267.17557
87.333333
145.204454
255
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
64
64
7,633.587786
7,633.587786
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
60,398
2
2
72
268
36
36
36
0
134
134
134
0
5,629.325474
66.227359
20,132.66667
34,864.73938
60,391
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
80
64
33.113679
33.113679
36
134
75.2
53.676811
2,881.2
0
0
0
0
0
0
0
0
1
94
36
134
80
0
0
0
0
0
0
2
72
2
268
-1
-1
1
40
0
0
0
0
0
0
0
0
BENIGN
53
250
2
2
90
122
45
45
45
0
61
61
61
0
848,000
16,000
83.333333
138.276294
243
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
64
64
8,000
8,000
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
309
2
2
90
206
45
45
45
0
103
103
103
0
957,928.8026
12,944.98382
103
137.21516
259
1
1
1
0
1
1
49
49
0
49
49
0
0
0
0
64
64
6,472.491909
6,472.491909
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
271
2
2
64
204
32
32
32
0
102
102
102
0
988,929.8893
14,760.1476
90.333333
150.400576
264
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
40
40
7,380.073801
7,380.073801
32
102
60
38.340579
1,470
0
0
0
0
0
0
0
0
1
75
32
102
40
0
0
0
0
0
0
2
64
2
204
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
324
2
2
64
196
32
32
32
0
98
98
98
0
802,469.1358
12,345.67901
108
185.329436
322
1
1
1
0
1
1
1
1
0
1
1
0
0
0
0
40
40
6,172.839506
6,172.839506
32
98
58.4
36.149689
1,306.8
0
0
0
0
0
0
0
0
1
73
32
98
40
0
0
0
0
0
0
2
64
2
196
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
322
2
2
90
122
45
45
45
0
61
61
61
0
658,385.0932
12,422.36025
107.333333
179.845304
315
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
64
64
6,211.180124
6,211.180124
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
468
2
2
90
206
45
45
45
0
103
103
103
0
632,478.6325
8,547.008547
156
158.615888
318
1
1
1
0
1
1
149
149
0
149
149
0
0
0
0
64
64
4,273.504274
4,273.504274
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
332
2
2
90
206
45
45
45
0
103
103
103
0
891,566.2651
12,048.19277
110.666667
179.656153
318
1
13
13
0
13
13
1
1
0
1
1
0
0
0
0
64
64
6,024.096386
6,024.096386
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
335
2
2
90
122
45
45
45
0
61
61
61
0
632,835.8209
11,940.29851
111.666667
96.407123
190
4
4
4
0
4
4
190
190
0
190
190
0
0
0
0
64
64
5,970.149254
5,970.149254
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
242
2
2
90
122
45
45
45
0
61
61
61
0
876,033.0579
16,528.92562
80.666667
133.657523
235
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
64
64
8,264.46281
8,264.46281
45
61
51.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
64.25
45
61
64
0
0
0
0
0
0
2
90
2
122
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
301
2
2
90
206
45
45
45
0
103
103
103
0
983,388.7043
13,289.03654
100.333333
132.670017
251
1
1
1
0
1
1
49
49
0
49
49
0
0
0
0
64
64
6,644.518272
6,644.518272
45
103
68.2
31.767908
1,009.2
0
0
0
0
0
0
0
0
1
85.25
45
103
64
0
0
0
0
0
0
2
90
2
206
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
3,520,858
5
1
117
41
45
0
23.4
21.96133
41
41
41
0
44.875425
1.70413
704,171.6
1,549,482.961
3,475,759
4
3,520,858
880,214.5
1,730,489.779
3,475,759
4
0
0
0
0
0
1
0
0
0
160
32
1.420108
0.284022
0
45
28.428571
19.881794
395.285714
0
1
0
0
1
0
0
0
0
33.166667
23.4
41
160
0
0
0
0
0
0
5
117
1
41
330
228
2
32
0
0
0
0
0
0
0
0
BENIGN
443
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
0
0
0
0
40
0
500,000
0
6
6
6
0
0
1
0
0
0
0
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
80
4,024,829
1
2
0
0
0
0
0
0
0
0
0
0
0
0.745373
2,012,414.5
2,775,420.279
3,974,933
49,896
0
0
0
0
0
3,974,933
3,974,933
0
3,974,933
3,974,933
0
0
0
0
32
64
0.248458
0.496916
0
0
0
0
0
0
0
0
0
1
0
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
443
5,006,404
1
3
0
31
0
0
0
0
31
0
10.333333
17.897858
6.192069
0.798977
1,668,801.333
2,847,365.711
4,956,530
4
0
0
0
0
0
4,956,534
2,478,267
3,504,793.146
4,956,530
4
0
0
0
0
32
96
0.199744
0.599233
0
31
6.2
13.863621
192.2
0
0
0
0
1
0
0
0
3
7.75
0
10.333333
32
0
0
0
0
0
0
1
0
3
31
319
301
0
32
0
0
0
0
0
0
0
0
BENIGN
80
4,942,446
1
2
0
0
0
0
0
0
0
0
0
0
0
0.606987
2,471,223
3,423,935.485
4,892,311
50,135
0
0
0
0
0
4,892,311
4,892,311
0
4,892,311
4,892,311
0
0
0
0
32
64
0.202329
0.404658
0
0
0
0
0
0
0
0
0
1
0
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
272
276
0
32
0
0
0
0
0
0
0
0
BENIGN
443
5,080,229
1
3
0
31
0
0
0
0
31
0
10.333333
17.897858
6.102087
0.787366
1,693,409.667
2,889,755.222
5,030,086
1
0
0
0
0
0
5,030,087
2,515,043.5
3,556,807.213
5,030,086
1
0
0
0
0
32
96
0.196842
0.590525
0
31
6.2
13.863621
192.2
0
0
0
0
1
0
0
0
3
7.75
0
10.333333
32
0
0
0
0
0
0
1
0
3
31
277
268
0
32
50,142
0
50,142
50,142
5,030,086
0
5,030,086
5,030,086
BENIGN
80
4,910,442
1
2
0
0
0
0
0
0
0
0
0
0
0
0.610943
2,455,221
3,401,677.178
4,860,570
49,872
0
0
0
0
0
4,860,570
4,860,570
0
4,860,570
4,860,570
0
0
0
0
32
64
0.203648
0.407295
0
0
0
0
0
0
0
0
0
1
0
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
80
4,920,527
1
2
0
0
0
0
0
0
0
0
0
0
0
0.609691
2,460,263.5
3,408,809.764
4,870,656
49,871
0
0
0
0
0
4,870,656
4,870,656
0
4,870,656
4,870,656
0
0
0
0
32
64
0.20323
0.406461
0
0
0
0
0
0
0
0
0
1
0
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
443
4,984,505
1
3
0
31
0
0
0
0
31
0
10.333333
17.897858
6.219274
0.802487
1,661,501.667
2,834,677.167
4,934,578
1
0
0
0
0
0
4,934,579
2,467,289.5
3,489,272.859
4,934,578
1
0
0
0
0
32
96
0.200622
0.601865
0
31
6.2
13.863621
192.2
0
0
0
0
1
0
0
0
3
7.75
0
10.333333
32
0
0
0
0
0
0
1
0
3
31
294
284
0
32
0
0
0
0
0
0
0
0
BENIGN
443
4,984,564
1
3
0
31
0
0
0
0
31
0
10.333333
17.897858
6.2192
0.802477
1,661,521.333
2,834,687.949
4,934,610
3
0
0
0
0
0
4,934,613
2,467,306.5
3,489,294.072
4,934,610
3
0
0
0
0
32
96
0.200619
0.601858
0
31
6.2
13.863621
192.2
0
0
0
0
1
0
0
0
3
7.75
0
10.333333
32
0
0
0
0
0
0
1
0
3
31
295
284
0
32
0
0
0
0
0
0
0
0
BENIGN
80
49,920
1
1
0
0
0
0
0
0
0
0
0
0
0
40.064103
49,920
0
49,920
49,920
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20.032051
20.032051
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
443
49
2
0
0
0
0
0
0
0
0
0
0
0
0
40,816.32653
49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
64
0
40,816.32653
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
277
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
161
2
0
0
0
0
0
0
0
0
0
0
0
0
12,422.36025
161
0
161
161
161
161
0
161
161
0
0
0
0
0
0
0
0
0
64
0
12,422.36025
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
319
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
109
2
0
0
0
0
0
0
0
0
0
0
0
0
18,348.62385
109
0
109
109
109
109
0
109
109
0
0
0
0
0
0
0
0
0
64
0
18,348.62385
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
295
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
242
2
0
0
0
0
0
0
0
0
0
0
0
0
8,264.46281
242
0
242
242
242
242
0
242
242
0
0
0
0
0
0
0
0
0
64
0
8,264.46281
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
294
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
80
50,075
1
1
0
0
0
0
0
0
0
0
0
0
0
39.94009
50,075
0
50,075
50,075
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
19.970045
19.970045
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
80
49,961
1
1
0
0
0
0
0
0
0
0
0
0
0
40.031224
49,961
0
49,961
49,961
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20.015612
20.015612
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
255
255
0
32
0
0
0
0
0
0
0
0
BENIGN
80
50,133
1
1
0
0
0
0
0
0
0
0
0
0
0
39.893882
50,133
0
50,133
50,133
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
19.946941
19.946941
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
272
276
0
32
0
0
0
0
0
0
0
0
BENIGN
465
1,804,148
17
24
1,378
4,520
378
0
81.058824
90.545893
1,418
0
188.333333
408.50828
3,269.133131
22.725408
45,103.7
126,264.9861
793,307
4
1,754,232
109,639.5
204,641.5625
843,300
196
1,753,193
76,225.78261
160,844.8369
793,307
4
0
0
0
0
552
776
9.42273
13.302678
0
1,418
140.428571
316.386314
100,100.2997
0
0
0
1
0
0
0
0
1
143.853659
81.058824
188.333333
552
0
0
0
0
0
0
17
1,378
24
4,520
29,200
175
12
32
0
0
0
0
0
0
0
0
BENIGN
465
48
2
0
37
0
37
0
18.5
26.162951
0
0
0
0
770,833.3333
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
1
0
0
0
64
0
41,666.66667
0
0
37
24.666667
21.36196
456.333333
0
1
0
0
1
0
0
0
0
37
18.5
0
64
0
0
0
0
0
0
2
37
0
0
307
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
63,874,054
7
2
158
82
45
0
22.571429
21.531815
41
41
41
0
3.757394
0.140902
7,984,256.75
20,300,000
58,000,000
21
63,900,000
10,600,000
23,300,000
58,000,000
49
58,100,000
58,100,000
0
58,100,000
58,100,000
1
0
0
0
224
64
0.109591
0.031312
0
45
28.1
19.705893
388.322222
0
1
0
0
1
0
0
0
0
31.222222
22.571429
41
224
0
0
0
0
0
0
7
158
2
82
1,323
225
3
32
61,862.5
116.672619
61,945
61,780
31,900,000
37,000,000
58,000,000
5,737,463
BENIGN
443
4,522,563
5
1
117
41
45
0
23.4
21.96133
41
41
41
0
34.935942
1.326681
904,512.6
2,005,385.286
4,491,784
17
4,522,563
1,130,640.75
2,240,803.634
4,491,784
49
0
0
0
0
0
1
0
0
0
160
32
1.105568
0.221114
0
45
28.428571
19.881794
395.285714
0
1
0
0
1
0
0
0
0
33.166667
23.4
41
160
0
0
0
0
0
0
5
117
1
41
5,130
127
2
32
0
0
0
0
0
0
0
0
BENIGN
443
1,064
3
1
18
6
6
6
6
0
6
6
6
0
22,556.39098
3,759.398496
354.666667
571.462451
1,014
2
50
25
32.526912
48
2
0
0
0
0
0
0
0
0
0
60
20
2,819.548872
939.849624
6
6
6
0
0
1
0
0
0
0
0
0
0
0
7.5
6
6
60
0
0
0
0
0
0
3
18
1
6
0
0
2
20
0
0
0
0
0
0
0
0
BENIGN
443
4,522,242
5
1
117
41
45
0
23.4
21.96133
41
41
41
0
34.938422
1.326776
904,448.4
2,005,283.852
4,491,537
3
4,522,242
1,130,560.5
2,240,693.529
4,491,537
3
0
0
0
0
0
1
0
0
0
160
32
1.105646
0.221129
0
45
28.428571
19.881794
395.285714
0
1
0
0
1
0
0
0
0
33.166667
23.4
41
160
0
0
0
0
0
0
5
117
1
41
2,316
287
2
32
0
0
0
0
0
0
0
0
BENIGN
443
4,521,670
5
1
117
41
45
0
23.4
21.96133
41
41
41
0
34.942842
1.326943
904,334
2,005,441.74
4,491,705
3
4,521,670
1,130,417.5
2,240,901.182
4,491,705
3
0
0
0
0
0
1
0
0
0
160
32
1.105786
0.221157
0
45
28.428571
19.881794
395.285714
0
1
0
0
1
0
0
0
0
33.166667
23.4
41
160
0
0
0
0
0
0
5
117
1
41
1,444
309
2
32
0
0
0
0
0
0
0
0
BENIGN
443
306
1
1
6
6
6
6
6
0
6
6
6
0
39,215.68627
6,535.947712
306
0
306
306
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
3,267.973856
3,267.973856
6
6
6
0
0
1
0
0
0
0
0
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
0
0
0
20
0
0
0
0
0
0
0
0
BENIGN
443
872
3
1
18
6
6
6
6
0
6
6
6
0
27,522.93578
4,587.155963
290.666667
499.986333
868
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
20
3,440.366972
1,146.788991
6
6
6
0
0
1
0
0
0
0
0
0
0
0
7.5
6
6
60
0
0
0
0
0
0
3
18
1
6
0
0
2
20
0
0
0
0
0
0
0
0
BENIGN
123
94,224
1
1
48
48
48
48
48
0
48
48
48
0
1,018.848701
21.226015
94,224
0
94,224
94,224
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
10.613007
10.613007
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
32
0
0
0
0
0
0
1
48
1
48
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
123
37,212
1
1
48
48
48
48
48
0
48
48
48
0
2,579.812964
53.746103
37,212
0
37,212
37,212
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
26.873052
26.873052
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
20
0
0
0
0
0
0
1
48
1
48
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
80
116,038,005
18
15
870
1,492
435
0
48.333333
140.670663
746
0
99.466667
262.491868
20.3554
0.28439
3,626,187.656
4,779,672.047
10,000,000
43
116,000,000
6,825,765
4,640,824.488
10,100,000
43
111,000,000
7,918,820
4,230,973.735
10,100,000
20,228
0
0
0
0
584
488
0.155122
0.129268
0
746
69.470588
200.559254
40,224.01426
0
0
0
1
0
0
0
0
0
71.575758
48.333333
99.466667
584
0
0
0
0
0
0
18
870
15
1,492
29,200
349
2
32
67,116.18182
101,863.4844
374,246
36,283
10,000,000
5,857.251324
10,000,000
9,997,362
BENIGN
443
116,228,748
23
23
13,003
5,266
7,148
0
565.347826
1,830.906075
1,418
0
228.956522
491.485548
157.181423
0.395771
2,582,861.067
4,344,708.556
10,000,000
1
116,000,000
5,283,124.909
4,997,665.197
10,100,000
1
111,000,000
5,039,225.591
5,126,339.432
10,100,000
3
0
0
0
0
744
744
0.197886
0.197886
0
7,148
388.702128
1,323.029756
1,750,407.735
0
0
0
1
0
0
0
0
1
397.152174
565.347826
228.956522
744
0
0
0
0
0
0
23
13,003
23
5,266
29,200
562
5
32
65,289.08333
98,235.42111
377,228
36,734
9,620,439.833
1,351,375.153
10,000,000
5,329,274
BENIGN
443
115,799,649
23
21
2,219
8,433
613
0
96.478261
209.745922
1,418
0
401.571429
581.957865
91.986462
0.379967
2,693,015.093
4,407,113.443
10,000,000
3
116,000,000
5,263,620.409
5,003,526.688
10,000,000
3
111,000,000
5,536,054.95
5,115,743.733
10,000,000
4
0
0
0
0
744
680
0.198619
0.181348
0
1,418
236.711111
447.732754
200,464.6192
0
0
0
1
0
0
0
0
0
242.090909
96.478261
401.571429
744
0
0
0
0
0
0
23
2,219
21
8,433
29,200
377
6
32
54,158.25
61,413.52299
249,172
36,262
9,595,812.25
1,434,095.006
10,000,000
5,041,971
BENIGN
53
207
2
2
94
220
47
47
47
0
110
110
110
0
1,516,908.213
19,323.6715
69
118.646534
206
0
0
0
0
0
0
1
1
0
1
1
0
0
0
0
64
64
9,661.835749
9,661.835749
47
110
72.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
90.25
47
110
64
0
0
0
0
0
0
2
94
2
220
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
319
2
2
82
176
41
41
41
0
88
88
88
0
808,777.4295
12,539.18495
106.333333
143.6744
270
1
1
1
0
1
1
48
48
0
48
48
0
0
0
0
64
64
6,269.592476
6,269.592476
41
88
59.8
25.74296
662.7
0
0
0
0
0
0
0
0
1
74.75
41
88
64
0
0
0
0
0
0
2
82
2
176
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
50,937
2
2
94
220
47
47
47
0
110
110
110
0
6,164.477688
78.528378
16,979
29,365.1992
50,887
1
1
1
0
1
1
49
49
0
49
49
0
0
0
0
64
64
39.264189
39.264189
47
110
72.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
90.25
47
110
64
0
0
0
0
0
0
2
94
2
220
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
254
2
2
94
220
47
47
47
0
110
110
110
0
1,236,220.472
15,748.0315
84.666667
144.914918
252
1
1
1
0
1
1
1
1
0
1
1
0
0
0
0
64
64
7,874.015748
7,874.015748
47
110
72.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
90.25
47
110
64
0
0
0
0
0
0
2
94
2
220
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
50,659
2
2
94
196
47
47
47
0
98
98
98
0
5,724.550425
78.959316
16,886.33333
29,241.92511
50,652
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
64
64
39.479658
39.479658
47
98
67.4
27.93385
780.3
0
0
0
0
0
0
0
0
1
84.25
47
98
64
0
0
0
0
0
0
2
94
2
196
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
285
2
2
82
152
41
41
41
0
76
76
76
0
821,052.6316
14,035.08772
95
121.70456
233
3
3
3
0
3
3
49
49
0
49
49
0
0
0
0
64
64
7,017.54386
7,017.54386
41
76
55
19.17029
367.5
0
0
0
0
0
0
0
0
1
68.75
41
76
64
0
0
0
0
0
0
2
82
2
152
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
255
2
2
94
196
47
47
47
0
98
98
98
0
1,137,254.902
15,686.27451
85
63.221832
158
48
49
49
0
49
49
48
48
0
48
48
0
0
0
0
64
64
7,843.137255
7,843.137255
47
98
67.4
27.93385
780.3
0
0
0
0
0
0
0
0
1
84.25
47
98
64
0
0
0
0
0
0
2
94
2
196
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
253
2
2
94
196
47
47
47
0
98
98
98
0
1,146,245.059
15,810.27668
84.333333
62.931179
157
48
48
48
0
48
48
48
48
0
48
48
0
0
0
0
64
64
7,905.13834
7,905.13834
47
98
67.4
27.93385
780.3
0
0
0
0
0
0
0
0
1
84.25
47
98
64
0
0
0
0
0
0
2
94
2
196
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
101,128
2
2
74
178
37
37
37
0
89
89
89
0
2,491.891464
39.553833
33,709.33333
58,382.81393
101,124
1
1
1
0
1
1
3
3
0
3
3
0
0
0
0
64
40
19.776916
19.776916
37
89
57.8
28.481573
811.2
0
0
0
0
0
0
0
0
1
72.25
37
89
64
0
0
0
0
0
0
2
74
2
178
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
51,047
2
2
74
154
37
37
37
0
77
77
77
0
4,466.472075
78.359159
17,015.66667
29,466.80304
51,041
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
64
64
39.17958
39.17958
37
77
53
21.908902
480
0
0
0
0
0
0
0
0
1
66.25
37
77
64
0
0
0
0
0
0
2
74
2
154
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
271,374
2
1
0
0
0
0
0
0
0
0
0
0
0
11.054854
135,687
191,888.9814
271,373
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
44
7.369903
3.684951
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
65,535
130
0
32
0
0
0
0
0
0
0
0
BENIGN
443
269,365
3
1
0
0
0
0
0
0
0
0
0
0
0
14.849739
89,788.33333
155,513.6251
269,360
1
5
2.5
2.12132
4
1
0
0
0
0
0
0
0
0
0
96
44
11.137304
3.712435
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
96
0
0
0
0
0
0
3
0
1
0
65,535
130
0
32
0
0
0
0
0
0
0
0
BENIGN
443
263,653
2
1
0
0
0
0
0
0
0
0
0
0
0
11.378592
131,826.5
186,429.41
263,652
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
44
7.585728
3.792864
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
65,535
130
0
32
0
0
0
0
0
0
0
0
BENIGN
443
269,882
2
1
0
0
0
0
0
0
0
0
0
0
0
11.115969
134,941
190,833.9781
269,881
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
64
44
7.410646
3.705323
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
1
0
65,535
130
0
32
0
0
0
0
0
0
0
0
BENIGN
123
63,021,198
2
2
96
96
48
48
48
0
48
48
48
0
3.046594
0.063471
21,000,000
36,300,000
63,000,000
23,401
63,000,000
63,000,000
0
63,000,000
63,000,000
63,000,000
63,000,000
0
63,000,000
63,000,000
0
0
0
0
64
64
0.031735
0.031735
48
48
48
0
0
0
0
0
0
0
0
0
0
1
60
48
48
64
0
0
0
0
0
0
2
96
2
96
-1
-1
1
32
23,401
0
23,401
23,401
63,000,000
0
63,000,000
63,000,000
BENIGN
53
113,789
2
2
64
252
32
32
32
0
126
126
126
0
2,777.06984
35.152783
37,929.66667
65,528.16685
113,595
4
4
4
0
4
4
190
190
0
190
190
0
0
0
0
64
64
17.576391
17.576391
32
126
69.6
51.48592
2,650.8
0
0
0
0
0
0
0
0
1
87
32
126
64
0
0
0
0
0
0
2
64
2
252
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
389
115,791,754
22
13
2,986
6,356
1,305
0
135.727273
379.293351
2,910
0
488.923077
897.607789
80.67932
0.302267
3,405,639.824
19,900,000
116,000,000
1
116,000,000
5,513,888.19
25,300,000
116,000,000
1
116,000,000
9,649,311.5
33,400,000
116,000,000
4
0
0
0
0
728
408
0.189996
0.112271
0
2,910
259.5
627.4246
393,661.6286
0
0
0
1
0
0
0
0
0
266.914286
135.727273
488.923077
728
0
0
0
0
0
0
22
2,986
13
6,356
65,535
0
10
32
20,311
0
20,311
20,311
116,000,000
0
116,000,000
116,000,000
BENIGN
3,268
115,812,212
22
13
2,986
6,356
1,305
0
135.727273
379.293351
2,910
0
488.923077
897.607789
80.665068
0.302213
3,406,241.529
19,900,000
116,000,000
3
116,000,000
5,514,863.619
25,300,000
116,000,000
3
116,000,000
9,651,012.083
33,400,000
116,000,000
3
0
0
0
0
728
408
0.189963
0.112251
0
2,910
259.5
627.4246
393,661.6286
0
0
0
1
0
0
0
0
0
266.914286
135.727273
488.923077
728
0
0
0
0
0
0
22
2,986
13
6,356
65,535
0
10
32
19,638
0
19,638
19,638
116,000,000
0
116,000,000
116,000,000
BENIGN
443
29,841,695
15
11
1,231
5,451
677
0
82.066667
179.989074
1,460
0
495.545455
604.183145
223.914895
0.871264
1,193,667.8
5,893,651.375
29,500,000
1
29,800,000
2,131,549.643
7,872,445.676
29,500,000
1
342,890
34,289
71,179.66874
228,754
2
0
0
0
0
324
232
0.502652
0.368612
0
1,460
247.481482
449.465013
202,018.7977
0
0
0
1
0
0
0
0
0
257
82.066667
495.545455
324
0
0
0
0
0
0
15
1,231
11
5,451
65,535
142
14
20
359,260
0
359,260
359,260
29,500,000
0
29,500,000
29,500,000
BENIGN
53
23,537
1
1
45
61
45
45
45
0
61
61
61
0
4,503.547606
84.972596
23,537
0
23,537
23,537
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
42.486298
42.486298
45
61
50.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
75.5
45
61
32
0
0
0
0
0
0
1
45
1
61
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
24,759
1
1
60
76
60
60
60
0
76
76
76
0
5,492.952058
80.778707
24,759
0
24,759
24,759
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
40.389353
40.389353
60
76
65.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
98
60
76
20
0
0
0
0
0
0
1
60
1
76
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
60,609
1
1
54
110
54
54
54
0
110
110
110
0
2,705.868765
32.9984
60,609
0
60,609
60,609
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
16.4992
16.4992
54
110
72.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
109
54
110
32
0
0
0
0
0
0
1
54
1
110
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,405
1
1
55
111
55
55
55
0
111
111
111
0
7,092.501602
85.451827
23,405
0
23,405
23,405
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
42.725913
42.725913
55
111
73.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
110.5
55
111
32
0
0
0
0
0
0
1
55
1
111
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
120,792
1
1
48
100
48
48
48
0
100
100
100
0
1,225.246705
16.557388
120,792
0
120,792
120,792
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
8.278694
8.278694
48
100
65.333333
30.022214
901.333333
0
0
0
0
0
0
0
0
1
98
48
100
32
0
0
0
0
0
0
1
48
1
100
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
59,914
1
1
48
103
48
48
48
0
103
103
103
0
2,520.279067
33.38118
59,914
0
59,914
59,914
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
16.69059
16.69059
48
103
66.333333
31.754265
1,008.333333
0
0
0
0
0
0
0
0
1
99.5
48
103
20
0
0
0
0
0
0
1
48
1
103
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
76,881
1
1
54
110
54
54
54
0
110
110
110
0
2,133.166842
26.01423
76,881
0
76,881
76,881
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
13.007115
13.007115
54
110
72.666667
32.331615
1,045.333333
0
0
0
0
0
0
0
0
1
109
54
110
20
0
0
0
0
0
0
1
54
1
110
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN