Run
1842885

Run 1842885

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_Bagging_J48(1)Weka implementation of FilteredClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Bagging_J48(5)_P100
weka.Bagging_J48(5)_S1
weka.Bagging_J48(5)_num-slots1
weka.Bagging_J48(5)_I10
weka.Bagging_J48(5)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_Bagging_J48(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 200.0 -S 1
weka.FilteredClassifier_Bagging_J48(1)_Wweka.classifiers.meta.Bagging

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
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
703.9319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2192
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
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3299
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8893
Cross-validation details (10-fold Crossvalidation)