Run
1673115

Run 1673115

Task 9952 (Supervised Classification) phoneme Uploaded 21-07-2016 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.AttributeSelectedClassifier_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_J48(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_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
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3051.1942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1787
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7341
Cross-validation details (10-fold Crossvalidation)