OpenML
17OnlineShoppersPurchasingIntention

17OnlineShoppersPurchasingIntention

active ARFF Public Domain (CC0) Visibility: public Uploaded 21-02-2022 by Dunja Visnjic
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17OnlineShoppersPurchasingIntention

18 features

Administrativenumeric27 unique values
0 missing
Administrative_Durationnumeric3335 unique values
0 missing
Informationalnumeric17 unique values
0 missing
Informational_Durationnumeric1258 unique values
0 missing
ProductRelatednumeric311 unique values
0 missing
ProductRelated_Durationnumeric9551 unique values
0 missing
BounceRatesnumeric1857 unique values
0 missing
ExitRatesnumeric4640 unique values
0 missing
PageValuesnumeric2703 unique values
0 missing
SpecialDaynumeric6 unique values
0 missing
Monthnominal10 unique values
0 missing
OperatingSystemsnumeric8 unique values
0 missing
Browsernumeric13 unique values
0 missing
Regionnumeric9 unique values
0 missing
TrafficTypenumeric20 unique values
0 missing
VisitorTypenominal3 unique values
0 missing
Weekendnominal2 unique values
0 missing
Revenuenominal2 unique values
0 missing
Show all 18 features

19 properties

NumberOfInstances
12330
Number of instances (rows) of the dataset.
NumberOfFeatures
18
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
14
Number of numeric attributes.
NumberOfSymbolicFeatures
4
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
77.78
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
22.22
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
2
Number of binary attributes.
PercentageOfBinaryFeatures
11.11
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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