Run
89535

Run 89535

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 08-12-2014 by Ky-Anh Tran
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Flow

weka.CostSensitiveClassifier_LogitBoost_RandomSubSpace_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001
weka.RandomSubSpace_REPTree(2)_P0.5
weka.RandomSubSpace_REPTree(2)_S1
weka.RandomSubSpace_REPTree(2)_num-slots8
weka.RandomSubSpace_REPTree(2)_I10
weka.RandomSubSpace_REPTree(2)_Wweka.classifiers.trees.REPTree
weka.LogitBoost_RandomSubSpace_REPTree(1)_P100
weka.LogitBoost_RandomSubSpace_REPTree(1)_L-1.7976931348623157E308
weka.LogitBoost_RandomSubSpace_REPTree(1)_H1.0
weka.LogitBoost_RandomSubSpace_REPTree(1)_Z3.0
weka.LogitBoost_RandomSubSpace_REPTree(1)_O1
weka.LogitBoost_RandomSubSpace_REPTree(1)_E1
weka.LogitBoost_RandomSubSpace_REPTree(1)_S1
weka.LogitBoost_RandomSubSpace_REPTree(1)_I10
weka.LogitBoost_RandomSubSpace_REPTree(1)_Wweka.classifiers.meta.RandomSubSpace
weka.CostSensitiveClassifier_LogitBoost_RandomSubSpace_REPTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_LogitBoost_RandomSubSpace_REPTree(1)_S1
weka.CostSensitiveClassifier_LogitBoost_RandomSubSpace_REPTree(1)_Wweka.classifiers.meta.LogitBoost
weka.CostSensitiveClassifier_LogitBoost_RandomSubSpace_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.

22 Evaluation measures

Area under ROC curve
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.1444
Cross-validation details (10-fold Crossvalidation)
F measure
0.5628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-553138.3665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4796
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_71, amd64, Windows 7, 6.1]
Precision
0.8186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.5118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.7162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.4849
Total cost
2854060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43586.6794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
25506.1635
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
18080.5159
Cross-validation details (10-fold Crossvalidation)