Run
553155

Run 553155

Task 3962 (Supervised Classification) OVA_Breast Uploaded 09-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_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
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1365.0392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1415.1337
UserCPU time millis
3039960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3039750
Cross-validation details (10-fold Crossvalidation)