Run
1687551

Run 1687551

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 22-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_M12

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
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1074.5756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.59
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8164
Cross-validation details (10-fold Crossvalidation)