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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
9,801
2
1
2
47
2
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
14
26
0
0
0
0
0
0.05814
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,802
4
1
2
57
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
25
25
0
0
0
0
0.173184
0.257143
0
0
0
0
0
0.011173
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,803
2
1
2
40
0
0
0
0
0
0
0
0
0
7
1
1
0
0
0
0
17
16
0
0
0
0
0.030435
0.964286
1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
-1
1
-1
1
0
9,804
2
1
2
44
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17
20
0
0
0
0
0.262136
0.388889
0
1
0
1
0
0.009709
0
0
0
0
0
1
0
0
1
1
1
0
0
1
0
9,805
3
1
1
41
0
0
0
0
0
0
0
0
0
3
1
0
0
0
0
0
14
9
10
0
0
0
0.074074
0.028571
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
0
9,806
3
1
2
42
0
0
0
0
0
0
0
0
0
8
1
1
0
0
0
0
13
22
0
0
0
0
0.035714
0.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
0
9,807
3
1
1
56
3
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
15
34
0
0
0
0
0.007853
0.259259
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,808
2
1
3
40
2
0
0
0
0
0
0
0
0
8
1
1
0
0
1
0
16
17
0
0
0
0
0.066667
0.17284
0
0
0
1
0
0.011111
0
0
0
0
0
1
0
0
1
1
1
0
0
1
0
9,809
3
1
1
40
0
0
0
0
0
0
1
0
0
1
1
0
0
0
1
0
20
9
3
0
0
0
0.1
0.041667
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,810
2
1
3
50
0
0
0
0
0
0
1
0
0
4
1
0
0
0
0
0
18
18
6
0
0
0
0.238298
0.588235
0
1
1
0
0
0
0
0
0
0
0
1
0
0
1
1
0
1
0
1
0
9,811
2
1
2
58
4
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
36
0
0
0
0
0.009852
0.4375
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
1
0
9,812
2
1
1
35
1
0
0
0
0
0
0
0
0
5
1
1
0
0
0
0
15
13
0
0
0
0
0.058252
0.911111
1
1
0
0
0
0.014563
0
0
0
0
0
1
0
0
1
1
-1
1
0
1
0
9,813
2
1
3
46
2
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
19
20
0
0
0
0
0.098039
0.157895
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
1
0
1
0
9,814
3
1
1
50
0
0
0
0
1
0
1
0
0
7
1
0
0
0
0
0
15
13
14
0
0
0
0.27957
0.987342
1
1
1
0
0
0
0
0
0
0
0
1
0
1
1
1
-1
1
-1
1
0
9,815
3
1
1
54
0
0
0
0
1
0
1
0
0
8
1
0
0
0
0
0
16
11
19
0
0
0
0.044444
0.842105
1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
-1
1
0
1
0
9,816
2
1
3
47
2
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
16
24
0
0
0
0
0.075269
0.227273
0
0
0
0
0
0.021505
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,817
3
1
3
44
0
0
0
0
0
0
0
0
0
4
1
1
0
0
0
0
18
19
0
0
0
0
0.087719
0.25
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
0
9,818
2
1
2
56
0
0
0
0
0
0
2
1
0
7
1
1
0
0
1
0
19
8
21
0
0
0
0.17
0.123077
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
1
1
0
9,819
2
1
3
48
0
0
0
0
0
0
0
0
0
7
1
1
0
0
1
0
17
24
0
0
0
0
0.143791
0.101695
0
0
0
0
0
0.215686
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
9,820
2
1
2
45
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
22
16
0
0
0
0
0.058394
0.166667
0
0
0
0
0
0.029197
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,821
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
0.166667
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,822
3
1
1
43
0
0
0
0
1
0
1
0
0
4
1
0
0
0
0
0
13
10
12
0
0
0
0.099291
0.809524
0
1
0
0
0
0
0
0
0
0
1
1
0
0
1
1
-1
1
0
1
0
9,823
2
1
3
56
4
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
15
34
0
0
0
0
0.079208
0.2
0
1
1
0
0
0.024752
0
0
0
0
1
0
0
0
1
0
1
1
0
1
0
9,824
2
1
3
55
0
0
0
0
1
0
1
0
0
0
1
0
0
0
1
0
12
18
17
0
0
0
0.338983
1
1
1
1
0
0
0
0
0
0
0
1
0
0
0
1
0
-1
1
-1
0
0
9,825
2
1
2
43
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
18
18
0
0
0
0
0.030888
0.1
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
1
0
1
0
9,826
4
1
2
54
0
0
0
0
0
0
0
0
0
4
1
0
0
0
0
0
14
17
15
0
0
0
0.101449
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
1
1
1
0
9,827
2
1
2
46
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
16
23
0
0
0
0
0.055556
0.575
0
1
0
0
0
0.055556
0
0
0
0
0
1
0
0
1
1
0
1
0
1
0
9,828
2
1
3
42
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
20
0
0
0
0
0.070513
0.282609
0
1
0
1
0
0.038462
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
9,829
3
1
2
48
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
13
18
9
0
0
0
0.127119
0.304348
0
1
1
1
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
9,830
2
1
1
59
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
31
21
0
0
0
0
0
0.857143
1
1
0
0
0
0.727273
1
0
0
0
0
0
0
0
1
0
-1
1
-1
-1
0
9,831
3
1
2
53
0
0
0
0
2
0
0
0
0
0
1
0
0
0
1
0
18
28
0
0
0
0
0.65
0.692308
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
1
-1
1
0
0
0
9,832
3
1
1
39
2
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
17
15
0
0
0
0
0.295858
0.069767
0
1
1
0
1
0.017751
0
0
0
0
0
0
0
0
1
1
1
-1
0
0
0
9,833
3
1
4
52
1
0
0
0
1
0
0
0
0
6
1
1
0
0
1
0
14
31
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
1
1
0
9,834
2
1
0
35
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
27
1
0
0
0
0
0.235294
0.086957
0
0
0
0
0
0.088235
0
0
0
0
1
1
0
0
1
1
1
1
1
0
0
9,835
2
1
2
42
2
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
14
21
0
0
0
0
0.075758
0.583333
0
0
0
0
0
0.090909
0
0
0
0
0
1
0
0
1
1
0
1
0
1
0
9,836
2
1
2
56
2
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
18
31
0
0
0
0
0.076271
0.28125
0
1
1
0
0
0.127119
0
0
0
0
0
1
0
0
1
0
1
1
0
1
0
9,837
2
1
2
58
0
0
0
0
0
0
1
0
0
3
1
0
0
0
0
0
14
11
25
0
1
0
0.148936
0.147059
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,838
3
1
3
57
1
0
0
0
0
0
0
0
0
7
1
1
0
0
0
0
14
36
0
0
0
0
0.106667
0.421053
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,839
2
1
2
42
0
0
0
0
0
0
0
0
0
6
1
1
0
0
0
0
20
15
0
0
0
0
0.327103
0.368421
0
1
1
0
1
0.074766
0
0
0
0
0
1
0
0
1
1
1
-1
0
0
0
9,840
3
1
2
59
0
0
0
0
0
0
1
0
0
5
1
1
0
0
1
0
25
14
12
0
0
0
0.285714
0.592593
0
1
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
0
-1
1
0
9,841
3
1
2
52
1
0
0
0
0
0
1
0
0
2
1
0
0
0
1
0
15
15
14
0
0
0
0.123656
0.192308
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
0
1
0
9,842
2
1
3
40
0
0
0
0
0
0
0
0
0
6
1
1
0
0
0
0
11
22
0
0
0
0
0.121429
0.2
0
1
0
0
0
0.05
0
0
0
0
0
0
0
1
1
1
1
1
0
1
0
9,843
2
1
3
57
4
0
0
0
0
0
0
0
0
4
1
1
0
0
1
0
15
35
0
0
0
0
0.134021
0.240741
0
1
0
0
0
0.113402
0
0
0
0
1
0
0
0
1
0
1
1
0
1
0
9,844
2
1
3
52
1
0
0
0
0
0
0
0
0
5
1
1
0
0
1
0
18
27
0
0
0
0
0.044444
0.148148
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,845
3
1
1
59
0
0
0
0
0
0
3
2
0
6
1
0
0
0
0
0
16
12
23
0
0
0
0.057143
0.002941
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
1
1
1
0
9,846
2
1
5
53
2
0
0
0
0
0
0
0
0
8
1
1
0
0
1
0
16
30
0
0
0
0
0.042683
0.723077
0
1
1
0
0
0.04878
0
0
0
0
0
1
0
0
1
1
-1
1
0
1
0
9,847
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1
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9,898
2
1
3
49
1
0
0
0
0
0
0
0
0
3
1
0
0
0
0
0
12
30
0
0
0
0
0.077465
0.076923
0
0
0
1
0
0.028169
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
9,899
2
1
3
29
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
13
9
0
0
0
0
0.047619
0.170732
0
1
1
0
1
0.112554
0
0
0
0
0
0
0
0
1
1
1
-1
1
1
0
9,900
2
1
2
45
3
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
15
23
0
0
0
0
0.013636
0.085714
0
1
1
0
0
0.009091
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0