Run
2333561

Run 2333561

Task 3969 (Supervised Classification) AP_Colon_Prostate Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_J48(2)_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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3142
Cross-validation details (10-fold Crossvalidation)
Number of instances
355
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1184
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2991
Cross-validation details (10-fold Crossvalidation)