Data
phish_url

phish_url

active ARFF Public Domain (CC0) Visibility: public Uploaded 10-09-2020 by Rizka Purwanto
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Rows with NaN and inf values removed. Converted file format from CSV to ARFF.

80 features

class (target)nominal5 unique values
0 missing
Querylengthnumeric287 unique values
0 missing
domain_token_countnumeric10 unique values
0 missing
path_token_countnumeric33 unique values
0 missing
avgdomaintokenlennumeric102 unique values
0 missing
longdomaintokenlennumeric38 unique values
0 missing
avgpathtokenlennumeric643 unique values
0 missing
tldnumeric10 unique values
0 missing
charcompvowelsnumeric147 unique values
0 missing
charcompacenumeric122 unique values
0 missing
ldl_urlnumeric133 unique values
0 missing
ldl_domainnumeric12 unique values
0 missing
ldl_pathnumeric132 unique values
0 missing
ldl_filenamenumeric20 unique values
0 missing
ldl_getArgnumeric132 unique values
0 missing
dld_urlnumeric34 unique values
0 missing
dld_domainnumeric7 unique values
0 missing
dld_pathnumeric33 unique values
0 missing
dld_filenamenumeric13 unique values
0 missing
dld_getArgnumeric31 unique values
0 missing
urlLennumeric369 unique values
0 missing
domainlengthnumeric57 unique values
0 missing
pathLengthnumeric355 unique values
0 missing
subDirLennumeric355 unique values
0 missing
fileNameLennumeric140 unique values
0 missing
this.fileExtLennumeric5 unique values
0 missing
ArgLennumeric330 unique values
0 missing
pathurlRationumeric2052 unique values
0 missing
ArgUrlRationumeric1731 unique values
0 missing
argDomanRationumeric1055 unique values
0 missing
domainUrlRationumeric1869 unique values
0 missing
pathDomainRationumeric1822 unique values
0 missing
argPathRationumeric1555 unique values
0 missing
executablenumeric2 unique values
0 missing
isPortEightynumeric2 unique values
0 missing
NumberofDotsinURLnumeric18 unique values
0 missing
ISIpAddressInDomainNamenumeric1 unique values
0 missing
CharacterContinuityRatenumeric252 unique values
0 missing
LongestVariableValuenumeric274 unique values
0 missing
URL_DigitCountnumeric184 unique values
0 missing
host_DigitCountnumeric18 unique values
0 missing
Directory_DigitCountnumeric61 unique values
0 missing
File_name_DigitCountnumeric40 unique values
0 missing
Extension_DigitCountnumeric165 unique values
0 missing
Query_DigitCountnumeric159 unique values
0 missing
URL_Letter_Countnumeric469 unique values
0 missing
host_letter_countnumeric57 unique values
0 missing
Directory_LetterCountnumeric120 unique values
0 missing
Filename_LetterCountnumeric89 unique values
0 missing
Extension_LetterCountnumeric452 unique values
0 missing
Query_LetterCountnumeric429 unique values
0 missing
LongestPathTokenLengthnumeric318 unique values
0 missing
Domain_LongestWordLengthnumeric30 unique values
0 missing
Path_LongestWordLengthnumeric38 unique values
0 missing
sub-Directory_LongestWordLengthnumeric35 unique values
0 missing
Arguments_LongestWordLengthnumeric36 unique values
0 missing
URL_sensitiveWordnumeric4 unique values
0 missing
URLQueries_variablenumeric13 unique values
0 missing
spcharUrlnumeric15 unique values
0 missing
delimeter_Domainnumeric8 unique values
0 missing
delimeter_pathnumeric29 unique values
0 missing
delimeter_Countnumeric22 unique values
0 missing
NumberRate_URLnumeric2442 unique values
0 missing
NumberRate_Domainnumeric110 unique values
0 missing
NumberRate_DirectoryNamenumeric492 unique values
0 missing
NumberRate_FileNamenumeric1832 unique values
0 missing
NumberRate_Extensionnumeric1516 unique values
0 missing
NumberRate_AfterPathnumeric1250 unique values
0 missing
SymbolCount_URLnumeric37 unique values
0 missing
SymbolCount_Domainnumeric10 unique values
0 missing
SymbolCount_Directorynamenumeric22 unique values
0 missing
SymbolCount_FileNamenumeric27 unique values
0 missing
SymbolCount_Extensionnumeric27 unique values
0 missing
SymbolCount_Afterpathnumeric26 unique values
0 missing
Entropy_URLnumeric11374 unique values
0 missing
Entropy_Domainnumeric760 unique values
0 missing
Entropy_DirectoryNamenumeric2232 unique values
0 missing
Entropy_Filenamenumeric5617 unique values
0 missing
Entropy_Extensionnumeric4315 unique values
0 missing
Entropy_Afterpathnumeric3245 unique values
0 missing

19 properties

18982
Number of instances (rows) of the dataset.
80
Number of attributes (columns) of the dataset.
5
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
79
Number of numeric attributes.
1
Number of nominal attributes.
0
Percentage of instances having missing values.
1
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
98.75
Percentage of numeric attributes.
28.14
Percentage of instances belonging to the most frequent class.
1.25
Percentage of nominal attributes.
5342
Number of instances belonging to the most frequent class.
13.05
Percentage of instances belonging to the least frequent class.
2477
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.

6 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task