Run
1673389

Run 1673389

Task 3527 (Supervised Classification) oh0.wc Uploaded 21-07-2016 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M4

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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
794.7323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0435
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5625
Cross-validation details (10-fold Crossvalidation)