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id
int64
1
10k
NumDots
int64
1
21
SubdomainLevel
int64
0
14
PathLevel
int64
0
18
UrlLength
int64
12
253
NumDash
int64
0
55
NumDashInHostname
int64
0
9
AtSymbol
int64
0
1
TildeSymbol
int64
0
1
NumUnderscore
int64
0
18
NumPercent
int64
0
19
NumQueryComponents
int64
0
23
NumAmpersand
int64
0
22
NumHash
int64
0
1
NumNumericChars
int64
0
111
NoHttps
int64
0
1
RandomString
int64
0
1
IpAddress
int64
0
1
DomainInSubdomains
int64
0
1
DomainInPaths
int64
0
1
HttpsInHostname
int64
0
0
HostnameLength
int64
4
137
PathLength
int64
0
161
QueryLength
int64
0
188
DoubleSlashInPath
int64
0
1
NumSensitiveWords
int64
0
3
EmbeddedBrandName
int64
0
1
PctExtHyperlinks
float64
0
1
PctExtResourceUrls
float64
0
1
ExtFavicon
int64
0
1
InsecureForms
int64
0
1
RelativeFormAction
int64
0
1
ExtFormAction
int64
0
1
AbnormalFormAction
int64
0
1
PctNullSelfRedirectHyperlinks
float64
0
1
FrequentDomainNameMismatch
int64
0
1
FakeLinkInStatusBar
int64
0
1
RightClickDisabled
int64
0
1
PopUpWindow
int64
0
1
SubmitInfoToEmail
int64
0
1
IframeOrFrame
int64
0
1
MissingTitle
int64
0
1
ImagesOnlyInForm
int64
0
1
SubdomainLevelRT
int64
-1
1
UrlLengthRT
int64
-1
1
PctExtResourceUrlsRT
int64
-1
1
AbnormalExtFormActionR
int64
-1
1
ExtMetaScriptLinkRT
int64
-1
1
PctExtNullSelfRedirectHyperlinksRT
int64
-1
1
CLASS_LABEL
int64
0
1
9,501
2
1
0
25
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17
1
0
0
0
0
0.277778
0.227273
0
1
1
0
0
0.138889
0
0
0
0
0
1
0
0
1
1
1
1
0
0
0
9,502
2
1
3
41
0
0
0
0
0
0
0
0
0
5
1
1
0
0
0
0
19
15
0
0
0
0
0.070652
0.151163
0
1
1
0
1
0.021739
0
0
0
0
0
1
0
0
1
1
1
-1
0
1
0
9,503
3
1
1
36
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
14
0
0
0
0
0.428571
0.153846
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
9,504
4
1
2
59
0
0
0
0
0
0
1
0
0
10
1
0
0
0
1
0
15
16
20
0
0
0
0.098592
0.063158
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
1
1
0
9,505
2
1
6
56
0
0
0
0
0
0
0
0
0
11
1
1
0
0
1
0
23
26
0
0
0
0
0.055556
0.866667
1
1
0
0
0
0.020833
0
0
0
0
0
0
0
0
1
0
-1
1
-1
1
0
9,506
3
1
0
34
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
26
1
0
0
0
0
0
0
0
0
0
0
0
0.2
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,507
3
1
4
55
0
0
0
0
0
1
0
0
0
6
1
1
0
0
1
0
18
30
0
0
0
0
0.178571
0.152174
0
1
0
0
0
0
0
0
0
0
1
1
0
0
1
0
1
1
0
1
0
9,508
2
1
2
47
0
0
0
0
0
0
1
0
0
3
1
0
0
0
1
0
20
6
13
0
0
0
0.030995
0.337209
0
1
1
0
1
0
0
0
0
0
0
0
0
0
1
1
1
-1
0
1
0
9,509
2
1
0
26
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
18
1
0
0
0
0
0
0.083333
0
0
0
0
0
0.066667
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,510
3
1
2
50
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
28
0
0
0
0
0.181818
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
1
1
0
9,511
2
1
4
41
0
0
0
0
0
0
0
0
0
8
1
1
0
0
1
0
17
17
0
0
0
0
0.155887
0.173469
0
1
1
1
0
0
0
0
0
0
1
0
0
0
1
1
1
0
-1
1
0
9,512
2
1
2
52
0
0
0
0
0
0
1
0
0
4
1
1
0
0
0
0
19
15
10
0
0
0
0.023622
0.3125
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,513
2
1
1
42
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
22
13
0
0
0
0
0.069686
0.861111
1
0
0
0
0
0.02439
0
0
0
0
0
1
0
0
1
1
-1
1
-1
1
0
9,514
4
1
2
56
0
0
0
0
0
0
1
0
0
6
1
0
0
0
1
0
19
16
13
0
0
0
0.115385
0.236842
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,515
3
1
1
56
2
0
0
0
0
0
0
0
0
7
1
1
0
0
0
0
21
28
0
0
0
0
0.071429
0.333333
0
1
1
0
1
0.214286
0
0
0
0
0
0
0
0
1
0
0
-1
0
1
0
9,516
3
1
2
51
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
20
24
0
0
0
0
0
1
1
1
1
0
1
0.074074
1
0
0
0
0
0
0
0
1
1
-1
-1
-1
1
0
9,517
3
1
2
58
0
0
0
0
0
0
1
0
0
6
1
1
0
0
0
0
21
21
8
0
0
0
0.295337
0.026316
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
9,518
2
1
3
43
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17
19
0
0
0
0
0.186275
0.294118
0
0
0
0
0
0.039216
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,519
2
1
3
50
0
0
0
0
0
0
0
0
0
5
1
1
0
0
0
0
24
19
0
0
0
0
0.217949
0.1
0
0
0
0
0
0.012821
0
0
0
0
1
0
0
0
1
1
0
1
1
1
0
9,520
2
1
0
29
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
21
1
0
0
0
0
0.020833
0.333333
0
0
0
0
0
0.104167
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,521
3
1
2
41
0
0
0
0
0
0
0
0
0
4
1
1
0
0
1
0
20
14
0
0
0
0
0.079096
0.925532
0
1
0
0
0
0.026836
0
0
0
0
1
1
0
0
1
1
-1
1
0
1
0
9,522
3
1
3
58
0
0
0
0
0
0
1
0
0
11
1
0
0
0
0
0
13
24
13
0
0
0
0.117347
0.177778
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
0
1
0
9,523
2
1
2
50
4
0
0
0
0
0
0
0
0
4
1
1
0
0
0
0
13
30
0
0
0
0
0.009615
0.357143
0
1
1
0
0
0.009615
0
0
0
0
1
0
0
0
1
1
1
1
0
1
0
9,524
5
1
2
59
0
0
0
0
0
0
1
0
0
5
1
0
0
0
1
0
20
17
14
0
0
0
0.10219
0.333333
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,525
3
1
2
35
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
17
11
0
0
0
0
0
0.625
0
1
1
0
1
0.009804
0
0
0
0
0
0
0
0
1
1
-1
-1
0
1
0
9,526
2
1
3
46
0
0
0
0
0
0
0
0
0
4
1
1
0
0
1
0
18
21
0
0
0
0
0.145455
0.9
1
1
0
0
0
0.109091
0
0
0
0
1
0
0
0
1
1
-1
1
0
1
0
9,527
3
1
4
57
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
20
30
0
0
0
0
0.068966
0.74359
0
0
0
0
0
0.017241
0
0
0
0
1
1
0
0
1
0
-1
1
0
1
0
9,528
2
1
1
45
0
0
0
0
0
0
1
0
0
5
1
0
0
0
0
0
15
9
13
0
0
0
0.218263
0.833333
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
-1
1
1
1
0
9,529
4
1
1
43
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
21
0
0
0
0
0.176471
0.068966
0
1
1
0
0
0.019608
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,530
3
1
3
44
0
0
0
0
0
0
0
0
0
3
1
0
0
0
1
0
16
21
0
0
0
0
0.005181
0.095238
0
1
1
0
1
0.020725
0
0
0
0
0
0
0
0
1
1
1
-1
0
1
0
9,531
3
1
0
30
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
22
1
0
0
0
0
0.019048
0.033333
0
1
0
0
0
0.019048
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,532
3
1
2
52
0
0
0
0
0
0
1
0
0
3
1
1
0
0
0
0
16
22
6
0
0
0
0.029353
0.5
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
0
1
0
9,533
2
1
4
57
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
21
29
0
0
0
0
0.080292
0.238095
0
0
0
0
0
0.014599
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,534
2
1
2
58
3
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
12
39
0
0
0
0
0.126829
0.36
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
9,535
2
1
2
36
0
0
0
0
0
0
0
0
0
4
1
1
0
0
0
0
16
7
5
0
0
0
0.063636
0.178571
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
9,536
2
1
3
39
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
17
0
0
0
0
0.025
0.634615
1
1
0
0
0
0.03125
0
0
0
0
0
1
0
0
1
1
0
1
-1
1
0
9,537
3
1
2
54
2
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
15
32
0
0
0
0
0.137056
0.269841
0
1
0
0
0
0.055838
0
0
0
0
0
1
0
0
1
0
1
1
0
1
0
9,538
3
1
2
50
0
0
0
0
0
0
1
0
0
5
1
1
0
0
1
0
15
20
7
0
0
0
0.007299
0.036145
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,539
3
1
3
58
0
0
0
0
0
0
1
0
0
4
1
1
0
0
0
0
12
25
13
0
0
0
0.054348
0.2
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,540
2
1
2
31
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
12
12
0
0
0
1
0.539773
0.186441
0
1
0
0
0
0.051136
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
9,541
3
1
4
53
0
0
0
0
0
0
0
0
0
8
1
1
0
0
0
0
11
35
0
0
0
0
0.2
0.027027
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
1
1
0
9,542
2
1
2
51
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
19
25
0
0
0
0
0.171875
0.075472
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,543
3
1
1
59
4
0
0
0
0
0
0
0
0
7
1
1
0
0
1
0
18
34
0
0
0
0
0.050505
0.086207
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
1
1
0
9,544
2
1
0
29
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
21
1
0
0
0
0
0.589744
0.677419
0
1
0
1
0
0
0
0
0
0
0
1
0
0
1
1
-1
0
0
0
0
9,545
2
1
3
49
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
23
19
0
0
0
0
0.207447
0.464286
0
1
0
0
0
0.021277
0
0
0
0
0
1
0
0
1
1
0
1
0
1
0
9,546
3
1
1
56
0
0
0
0
0
0
1
0
0
4
1
0
0
0
0
0
21
13
14
0
0
0
0.006983
0.923077
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
-1
1
0
1
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9,547
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0
0
0
1
1
1
1
0
1
0
9,598
3
1
1
49
0
0
0
0
0
0
1
0
0
7
1
1
0
0
0
0
17
15
9
0
0
0
0.101961
0.029024
0
1
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
1
0
1
0
9,599
3
1
1
52
0
0
0
0
0
0
1
0
0
6
1
1
0
0
0
0
20
16
8
0
0
0
0.25
0.125
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,600
3
1
1
56
3
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
19
30
0
0
0
0
0.021622
1
1
1
0
1
0
0.001802
0
0
0
0
0
1
0
0
1
0
-1
0
-1
1
0