Run
1842367

Run 1842367

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Aleksandr Popov
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Flow

weka.Stacking_RandomForest(1)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
weka.Stacking_RandomForest(1)_Mtrue
weka.Stacking_RandomForest(1)_X10
weka.Stacking_RandomForest(1)_S1
weka.Stacking_RandomForest(1)_num-slots8
weka.Stacking_RandomForest(1)_Bweka.classifiers.trees.RandomForest -I 300 -K 200 -S 1 -B -num-slots 8 -num-decimal-places 3
weka.Stacking_RandomForest(1)_num-decimal-places3

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
0.8113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
957.8616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2178
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
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8908
Cross-validation details (10-fold Crossvalidation)