Run
26454

Run 26454

Task 231 (Supervised Classification) anneal Uploaded 08-10-2014 by Joaquin Vanschoren
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9945
Per class
Cross-validation details (33% Holdout set)
F measure
0.9764
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9605
Cross-validation details (33% Holdout set)
KB relative information score
296.0985
Cross-validation details (33% Holdout set)
Mean absolute error
0.0067
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.141
Cross-validation details (33% Holdout set)
Number of instances
296
Per class
Cross-validation details (33% Holdout set)
Precision
0.97
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9831
Cross-validation details (33% Holdout set)
Prior entropy
1.2149
Cross-validation details (33% Holdout set)
Recall
0.9831
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0474
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2709
Cross-validation details (33% Holdout set)
Root mean squared error
0.0737
Cross-validation details (33% Holdout set)
Root relative squared error
0.2721
Cross-validation details (33% Holdout set)