Run
88781

Run 88781

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Stephan Oostveen
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Flow

weka.CostSensitiveClassifier_DecisionTable_BestFirst(1)Weka implementation of CostSensitiveClassifier
weka.DecisionTable_BestFirst(3)_X1
weka.CostSensitiveClassifier_DecisionTable_BestFirst(1)_Mtrue
weka.CostSensitiveClassifier_DecisionTable_BestFirst(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_DecisionTable_BestFirst(1)_S6
weka.CostSensitiveClassifier_DecisionTable_BestFirst(1)_Wweka.classifiers.rules.DecisionTable

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.5192
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
8.1464
Cross-validation details (10-fold Crossvalidation)
Build CPU time
154.62
Cross-validation details (10-fold Crossvalidation)
Build memory
1710483800.5037
Cross-validation details (10-fold Crossvalidation)
F measure
0.1367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-970617.4972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.7888
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_25, amd64, Windows 7, 6.1]
Precision
0.8124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.2112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.8224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.3759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1028.8967
Total cost
3254330
Cross-validation details (10-fold Crossvalidation)