Run
88925

Run 88925

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Thomas Tiel Groenestege
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Flow

weka.Stacking_J48(1)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
weka.J48(13)_C0.25
weka.J48(13)_M2
weka.Stacking_J48(1)_Mtrue
weka.Stacking_J48(1)_X10
weka.Stacking_J48(1)_S1
weka.Stacking_J48(1)_num-slots1
weka.Stacking_J48(1)_Bweka.classifiers.trees.J48

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
0.647
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.6663
Cross-validation details (10-fold Crossvalidation)
F measure
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18498.8547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
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, x86_64, Mac OS X, 10.10.1]
Precision
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.2804
Total cost
6258390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1162120
Cross-validation details (10-fold Crossvalidation)