Run
88797

Run 88797

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

weka.CostSensitiveClassifier_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N2
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001
weka.CostSensitiveClassifier_REPTree(1)_Mtrue
weka.CostSensitiveClassifier_REPTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_REPTree(1)_S4384542
weka.CostSensitiveClassifier_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.CostSensitiveClassifier_REPTree(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
0.5991
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.6421
Cross-validation details (10-fold Crossvalidation)
Build CPU time
23.2691
Cross-validation details (10-fold Crossvalidation)
Build memory
1281396290.872
Cross-validation details (10-fold Crossvalidation)
F measure
0.446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-627011.6149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.591
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_20, amd64, Windows 7, 6.1]
Precision
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.1145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.0565
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1031.5467
Total cost
3052870
Cross-validation details (10-fold Crossvalidation)