Run
1842366

Run 1842366

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by koen de Raad
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Flow

weka.Stacking_Bagging(1)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
weka.Stacking_Bagging(1)_Mtrue
weka.Stacking_Bagging(1)_X10
weka.Stacking_Bagging(1)_S1
weka.Stacking_Bagging(1)_num-slots1
weka.Stacking_Bagging(1)_Bweka.classifiers.meta.Bagging -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.DecisionStump

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.

17 Evaluation measures

Area under ROC curve
0.4999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.7597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)