Run
566332

Run 566332

Task 3862 (Supervised Classification) audiology Uploaded 20-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1 )Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.9861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0902
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9204
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1496.5519
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)