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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
9,701
2
1
3
44
1
0
0
0
3
0
0
0
0
6
1
1
0
0
1
0
13
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
1
1
1
0
9,702
2
1
3
37
2
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
16
14
0
0
0
0
0.008876
0.073394
0
0
0
0
0
0.005917
0
0
0
0
1
0
0
0
1
1
1
1
0
1
0
9,703
2
1
0
38
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
30
1
0
0
0
0
0.321429
0.116667
0
1
1
1
0
0.035714
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
9,704
2
1
3
43
1
0
0
0
0
0
0
0
0
3
1
0
0
0
0
0
21
15
0
0
0
0
0.519231
0.980392
1
1
0
1
0
0
0
0
0
0
0
1
0
0
1
1
-1
0
-1
0
0
9,705
3
1
1
57
0
0
0
0
3
0
0
0
0
8
1
1
0
0
0
0
26
24
0
0
0
0
0.272401
0.987342
0
1
0
1
0
0.003584
0
0
0
0
0
1
0
0
1
0
-1
0
-1
1
0
9,706
2
1
0
28
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
20
1
0
0
0
0
0
0.111111
0
0
0
0
0
0.04
0
0
0
0
1
0
0
0
1
1
1
1
-1
1
0
9,707
2
1
3
41
1
0
0
0
0
0
0
0
0
4
1
0
0
0
0
0
20
14
0
0
0
0
0.182353
0.031915
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
1
0
9,708
3
1
1
32
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
14
11
0
0
0
0
0.465753
0.197183
0
0
0
0
0
0.068493
0
0
0
0
1
1
0
0
1
1
1
1
0
0
0
9,709
2
1
5
59
2
0
0
0
0
0
0
0
0
5
1
1
0
0
1
0
14
38
0
0
0
0
0.085938
0.4375
0
1
1
0
1
0.015625
0
0
0
0
0
0
0
0
1
0
0
-1
0
1
0
9,710
2
1
1
47
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
20
11
8
0
0
0
0.319149
0.125
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1
1
0
0
0
9,711
2
1
5
38
0
0
0
0
0
0
0
0
0
7
1
1
0
0
1
0
15
16
0
0
0
0
0.166667
0.25
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
9,712
3
1
2
55
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
13
35
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
1
0
9,713
3
1
1
47
0
0
0
0
0
0
0
0
0
2
1
1
0
0
0
0
22
18
0
0
0
0
0.058824
0.095238
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
0
9,714
2
1
0
28
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
20
1
0
0
0
0
0.164557
0.569767
0
1
1
1
1
0.012658
0
0
0
0
0
0
0
0
1
1
1
-1
0
1
0
9,715
3
1
2
50
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
25
18
0
0
0
0
0.093023
0.565217
0
1
0
0
0
0.116279
0
0
0
0
0
1
0
0
1
1
0
1
-1
1
0
9,716
2
1
2
36
0
0
0
0
0
0
0
0
0
4
1
1
0
0
0
0
18
11
0
0
0
0
0.430769
0.470588
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
9,717
2
1
3
44
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
24
13
0
0
0
0
0.106742
0.533333
0
0
0
1
0
0.005618
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
9,718
2
1
3
48
0
0
0
0
0
0
0
0
0
7
1
1
0
0
1
0
26
15
0
0
0
0
0.15
0.058824
0
1
0
0
0
0.0375
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,719
2
1
2
55
3
0
0
0
0
0
0
0
0
6
1
1
0
0
1
0
17
31
0
0
0
0
0.245614
0.311111
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
9,720
2
1
3
34
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
14
13
0
0
0
0
0.068085
0.122222
0
0
0
1
0
0.004255
0
0
0
0
0
1
0
0
1
1
1
0
0
1
0
9,721
2
1
2
38
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
10
21
0
0
0
0
0.05
0.804688
0
1
1
0
1
0.188889
0
0
0
0
0
0
0
0
1
1
-1
-1
0
1
0
9,722
3
1
1
48
0
0
0
0
0
0
1
0
0
4
1
0
0
0
0
0
22
11
7
0
0
0
0.0875
0.269231
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,723
2
1
2
33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
18
8
0
0
0
0
0.040741
0.038462
0
1
0
0
0
0.011111
0
0
0
0
0
1
0
0
1
1
1
1
0
1
0
9,724
3
1
1
44
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
23
14
0
0
0
0
0.068966
0.342857
0
0
0
0
0
0.103448
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
0
9,725
2
1
2
51
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
23
21
0
0
0
0
0.190476
0.515152
0
0
0
0
0
0.15873
0
0
0
0
0
1
0
0
1
1
1
1
0
0
0
9,726
3
1
3
44
0
0
0
0
0
0
0
0
0
6
1
1
0
0
1
0
17
20
0
0
0
0
0
0
0
0
0
0
0
0.05
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,727
2
1
2
51
0
0
0
0
0
0
1
0
0
5
1
0
0
0
0
0
27
9
7
0
0
0
0.27451
0.62069
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
-1
1
0
1
0
9,728
3
1
2
59
0
0
0
0
0
0
1
0
0
3
1
1
0
0
0
0
24
22
5
0
0
0
0.656934
0.20442
0
1
0
0
0
0
0
0
0
0
1
1
0
0
1
0
1
1
0
0
0
9,729
2
1
2
51
0
0
0
0
0
0
1
0
0
5
1
0
0
0
0
0
22
11
10
0
0
0
0.095238
0.65
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
-1
1
0
9,730
2
1
2
44
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
27
10
0
0
0
0
0.10084
1
1
1
1
0
1
0.033613
0
0
0
0
0
1
0
0
1
1
-1
-1
-1
1
0
9,731
3
1
1
34
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17
10
0
0
0
0
0.014035
0.150943
0
1
0
0
0
0.021053
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,732
3
1
2
58
1
0
0
0
0
0
0
0
0
6
1
1
0
0
0
0
18
33
0
0
0
0
0.006135
0.307692
0
1
1
0
0
0.030675
0
0
0
0
1
1
0
0
1
0
0
1
0
1
0
9,733
2
1
3
42
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
12
23
0
0
0
0
0.042553
0.090909
0
1
1
0
1
0.085106
0
0
0
0
0
0
0
0
1
1
1
-1
1
1
0
9,734
2
1
3
34
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
14
13
0
0
0
0
0.477612
0.519231
0
1
0
1
0
0.014925
0
0
0
0
1
1
0
0
1
1
-1
0
0
0
0
9,735
3
1
1
46
0
0
0
0
2
0
0
0
0
4
1
0
0
0
1
0
21
18
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
9,736
2
1
0
31
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
23
1
0
0
0
0
0.096774
0.116883
0
1
1
0
1
0.064516
0
0
0
0
0
0
0
0
1
1
1
-1
1
1
0
9,737
2
1
3
51
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
21
23
0
0
0
0
0.044444
0.157895
0
0
0
0
0
0.044444
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,738
2
1
2
42
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
20
15
0
0
0
0
0.129412
0.852941
0
1
1
0
1
0.023529
0
0
0
0
0
1
0
0
1
1
-1
-1
0
1
0
9,739
2
1
3
52
1
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
28
17
0
0
0
0
0.168831
0.421053
0
1
1
0
0
0.051948
0
0
0
0
0
1
0
0
1
1
0
1
0
1
0
9,740
2
1
2
48
0
0
0
0
1
0
1
0
0
6
1
0
0
0
1
0
20
7
13
0
0
0
0
0.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
9,741
2
1
2
55
2
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
26
22
0
0
0
0
0.092715
0.351351
0
1
1
0
0
0.019868
0
0
0
0
0
1
0
0
1
0
1
1
0
1
0
9,742
2
1
3
39
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
18
14
0
0
0
0
0.325301
0.977778
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
-1
1
-1
0
0
9,743
2
1
2
52
4
0
0
0
0
0
0
0
0
2
1
0
0
0
1
0
24
21
0
0
0
0
0.473684
0.506849
0
1
1
0
0
0.017544
0
0
0
0
0
1
0
0
1
1
0
1
0
0
0
9,744
2
1
3
45
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
20
18
0
0
0
0
0.504505
0.525641
0
1
0
1
0
0.027027
0
0
0
0
0
1
0
0
1
1
0
0
0
0
0
9,745
3
1
1
31
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
14
10
0
0
0
0
0.226667
0.022222
0
0
0
0
0
0.053333
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
9,746
3
1
3
58
0
0
0
0
0
0
0
0
0
2
1
1
0
0
1
0
22
29
0
0
0
0
0.097222
0.359375
0
1
0
1
0
0.055556
0
0
0
0
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1
0
0
0
0.021739
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0
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9,798
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1
3
35
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1
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0.014706
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9,799
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28
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0.030303
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9,800
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22
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0.357143
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0
0
0
0
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