Run
1673154

Run 1673154

Task 14964 (Supervised Classification) artificial-characters Uploaded 21-07-2016 by Jan van Rijn
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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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5945
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7082.1577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.08
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6848
Cross-validation details (10-fold Crossvalidation)