Run
84904

Run 84904

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 02-12-2014 by Stephan Oostveen
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Flow

weka.Stacking_REPTree(1)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
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.Stacking_REPTree(1)_Mtrue
weka.Stacking_REPTree(1)_X3
weka.Stacking_REPTree(1)_S1
weka.Stacking_REPTree(1)_num-slots8
weka.Stacking_REPTree(1)_Bweka.classifiers.trees.REPTree

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
0.7055
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5671
Cross-validation details (10-fold Crossvalidation)
Build CPU time
98.0466
Cross-validation details (10-fold Crossvalidation)
Build memory
1793794340.2041
Cross-validation details (10-fold Crossvalidation)
F measure
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12499.0803
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2554
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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
600.7502
Total cost
6218780
Cross-validation details (10-fold Crossvalidation)