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Click_prediction_small
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Click_prediction_small
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Uploaded 24-11-2014 by
Joaquin Vanschoren
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downloaded by 4 people , 4 total downloads
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study_69
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Author: Source: Unknown - Date unknown Please cite: Even smaller sample of version 1
12 features
click
(target)
nominal
2 unique values
0 missing
impression
numeric
139 unique values
0 missing
url_hash
numeric
12127 unique values
0 missing
ad_id
numeric
46831 unique values
0 missing
advertiser_id
numeric
9837 unique values
0 missing
depth
numeric
3 unique values
0 missing
position
numeric
3 unique values
0 missing
query_id
numeric
104959 unique values
0 missing
keyword_id
numeric
49967 unique values
0 missing
title_id
numeric
74039 unique values
0 missing
description_id
numeric
63277 unique values
0 missing
user_id
numeric
109315 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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