Run
89074

Run 89074

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 07-12-2014 by Perry van Wesel
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Flow

weka.CostSensitiveClassifier_LogitBoost_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N5
weka.REPTree(5)_Rtrue
weka.REPTree(5)_S349081230
weka.REPTree(5)_V0.001
weka.LogitBoost_REPTree(1)_P100
weka.LogitBoost_REPTree(1)_L-1.7976931348623157E308
weka.LogitBoost_REPTree(1)_H0.5
weka.LogitBoost_REPTree(1)_Z3.0
weka.LogitBoost_REPTree(1)_O4
weka.LogitBoost_REPTree(1)_E4
weka.LogitBoost_REPTree(1)_S1
weka.LogitBoost_REPTree(1)_I10
weka.LogitBoost_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.CostSensitiveClassifier_LogitBoost_REPTree(1)_Mtrue
weka.CostSensitiveClassifier_LogitBoost_REPTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_LogitBoost_REPTree(1)_S34013
weka.CostSensitiveClassifier_LogitBoost_REPTree(1)_Wweka.classifiers.meta.LogitBoost

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.

22 Evaluation measures

Area under ROC curve
0.6299
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.7569
Cross-validation details (10-fold Crossvalidation)
F measure
0.5618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-453021.5691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4908
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
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.5092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.7561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.7649
Total cost
3098760
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
178667.9453
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2137.2137
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
176530.7316
Cross-validation details (10-fold Crossvalidation)