Run
88918

Run 88918

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Daan Peters
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Flow

weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_Best First_Bagging(1)Weka implementation of CostSensitiveClassifier
weka.Bagging(1)_P100
weka.Bagging(1)_S1
weka.Bagging(1)_num-slots8
weka.Bagging(1)_I10
weka.Bagging(1)_Wweka.classifiers.trees.REPTree
weka.Bagging(1)_output-debug-infotrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_Mtrue
weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_S1
weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.CostSensitiveClassifier_AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_output-debug-infotrue
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_Wweka.classifiers.meta.Bagging
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Bagging(1)_output-debug-infotrue

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
0.6193
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.8377
Cross-validation details (10-fold Crossvalidation)
F measure
0.5353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-496511.4714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5158
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, 1.8.0_25, x86, Windows 8.1, 6.3]
Precision
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.4842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
847.8822
Total cost
3131010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7134
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
172378
Cross-validation details (10-fold Crossvalidation)