Run
1841829

Run 1841829

Task 125966 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by ad adf
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Flow

weka.FilteredClassifier_J48(1)Weka implementation of FilteredClassifier
weka.J48(33)_C0.5
weka.J48(33)_M1
weka.FilteredClassifier_J48(1)_Fweka.filters.supervised.instance.Resample -B 1.0 -S 1 -Z 100.0
weka.FilteredClassifier_J48(1)_Wweka.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.

17 Evaluation measures

Area under ROC curve
0.6787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1356.021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.261
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
0.8138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2795
Cross-validation details (10-fold Crossvalidation)