Data
Click_prediction_small

Click_prediction_small

active ARFF Publicly available Visibility: public Uploaded 24-11-2014 by Joaquin Vanschoren
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Author: Source: Unknown - Date unknown Please cite: Even smaller sample of version 1

12 features

click (target)nominal2 unique values
0 missing
impressionnumeric139 unique values
0 missing
url_hashnumeric12127 unique values
0 missing
ad_idnumeric46831 unique values
0 missing
advertiser_idnumeric9837 unique values
0 missing
depthnumeric3 unique values
0 missing
positionnumeric3 unique values
0 missing
query_idnumeric104959 unique values
0 missing
keyword_idnumeric49967 unique values
0 missing
title_idnumeric74039 unique values
0 missing
description_idnumeric63277 unique values
0 missing
user_idnumeric109315 unique values
0 missing
Show all 12 features

19 properties

NumberOfInstances
149639
Number of instances (rows) of the dataset.
NumberOfFeatures
12
Number of attributes (columns) of the dataset.
NumberOfClasses
2
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
11
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MinorityClassPercentage
4.47
Percentage of instances belonging to the least frequent class.
MinorityClassSize
6690
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
PercentageOfBinaryFeatures
8.33
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
0.91
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
91.67
Percentage of numeric attributes.
MajorityClassPercentage
95.53
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
8.33
Percentage of nominal attributes.
MajorityClassSize
142949
Number of instances belonging to the most frequent class.
Show all 19 properties

12 tasks

Supervised Classification on Click_prediction_small
0 runs - estimation_procedure: 33% Holdout set - target_feature: click
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
Clustering on Click_prediction_small
0 runs - estimation_procedure: 50 times Clustering
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