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Rachnasp
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phishinglegitimateurl

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train · 10k rows

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
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74	5	0	4	58	0	0	0	0	0	0	0	0	0	12	1	0	1	0	0	0	15	36	0	0	0	0	0.666667	0	0	1	0	0	0	0.333333	1	0	0	0	1	0	0	0	1	0	1	1	1	-1	1
75	2	0	3	51	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	18	26	0	0	0	0	0	0.071429	0	1	0	0	0	1	0	0	0	0	0	1	0	0	1	1	1	1	1	-1	1
76	1	0	6	73	0	0	0	0	1	0	0	0	0	3	1	1	0	0	1	0	14	52	0	0	0	0	0	0.5	1	1	1	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	0	-1	1
77	3	1	4	57	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	15	35	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	1	1
78	2	0	3	32	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	17	8	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1
79	2	0	4	52	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	21	24	0	0	0	0	0.347826	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	1	1	1	1	1	0	1
80	1	0	2	47	1	1	0	0	0	0	1	0	0	0	1	0	0	0	0	0	23	9	7	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1
81	1	0	3	59	1	1	0	0	0	0	0	0	0	18	1	1	0	0	0	0	14	38	0	0	0	0	0.5	0	0	1	1	0	0	0.5	0	0	0	0	0	1	0	0	1	0	1	1	1	-1	1
82	5	0	7	135	1	0	0	0	0	0	1	0	0	0	1	1	0	0	1	0	11	77	39	0	1	1	0.941176	0.945946	0	1	0	0	0	0	1	1	0	0	0	0	0	0	1	-1	-1	1	-1	-1	1
83	2	1	2	34	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	18	9	0	0	0	1	0.914163	0.08	0	1	0	1	0	0.008584	1	0	0	0	0	1	0	0	1	1	1	0	0	-1	1
84	1	0	10	153	0	0	0	0	1	0	0	0	0	47	1	1	0	0	0	0	15	131	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	1	-1	1	1	1	-1	1
85	2	0	2	51	1	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	17	27	0	0	0	1	1	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	1	-1	1	-1	-1	1
86	5	1	5	120	1	0	0	0	1	0	0	0	0	17	1	1	0	0	1	0	23	90	0	0	2	1	0.857143	1	1	1	0	1	0	0.071429	1	0	0	0	0	0	0	0	1	-1	-1	0	-1	-1	1
87	3	0	5	67	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	16	44	0	0	2	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	1	1
88	2	0	2	41	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	18	16	0	0	0	0	0.857143	0.6	0	1	0	0	0	0.142857	1	0	0	0	0	0	0	0	1	1	-1	1	0	-1	1
89	2	0	2	40	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	18	15	0	0	0	0	0.857143	0.6	0	1	0	0	0	0.142857	1	0	0	0	0	0	0	0	1	1	-1	1	0	-1	1
90	1	0	2	39	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	23	9	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1
91	3	1	2	58	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	28	23	0	0	0	0	0	0.153846	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	1	1
92	2	1	4	46	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	14	25	0	0	0	0	0.777778	0.222222	0	1	0	0	0	0.222222	0	0	0	0	0	1	0	0	1	1	1	1	0	-1	1
93	4	1	2	48	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	19	16	5	0	0	0	0	0.642857	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	-1	1	0	1	1
94	2	0	5	139	0	0	0	0	0	0	2	1	0	43	1	1	0	0	0	0	21	60	50	0	0	0	0	0.625	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	-1	0	1	0	1	1
95	1	0	4	79	1	0	0	0	0	0	0	0	0	32	1	1	0	0	0	0	13	59	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	-1	1	1	1	1	1
96	1	0	4	79	1	0	0	0	0	0	0	0	0	30	1	1	0	0	0	0	13	59	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	-1	1	1	1	1	1
97	3	1	3	53	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	29	17	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1
98	2	0	5	53	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	10	36	0	0	0	0	0	0.0625	1	1	0	0	0	1	0	0	0	0	0	0	0	1	1	1	1	1	1	-1	1
99	3	1	5	70	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	26	37	0	0	0	0	0	0	0	1	1	0	1	0	0	0	0	0	0	0	0	0	1	0	1	-1	1	1	1
100	3	0	2	49	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	28	14	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	1	1	1	1	1	-1	1

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Rachu/tabnetmodel

Tabular Classification • Updated Feb 19 • 1