Run
1681109

Run 1681109

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 22-07-2016 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)_M8

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
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2451
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.8037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2645
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.41
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.41
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9873
Cross-validation details (10-fold Crossvalidation)