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

19 properties

149639
Number of instances (rows) of the dataset.
12
Number of attributes (columns) of the dataset.
2
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.
11
Number of numeric attributes.
1
Number of nominal attributes.
4.47
Percentage of instances belonging to the least frequent class.
6690
Number of instances belonging to the least frequent class.
1
Number of binary attributes.
8.33
Percentage of binary attributes.
0
Percentage of instances having missing values.
0.91
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
91.67
Percentage of numeric attributes.
95.53
Percentage of instances belonging to the most frequent class.
8.33
Percentage of nominal attributes.
142949
Number of instances belonging to the most frequent class.

12 tasks

0 runs - estimation_procedure: 33% Holdout set - target_feature: click
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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