Run
553147

Run 553147

Task 3973 (Supervised Classification) OVA_Omentum Uploaded 09-04-2016 by Jan van Rijn
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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
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1234.7173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0952
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, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2882
Cross-validation details (10-fold Crossvalidation)
Recall
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1542.6749
UserCPU time millis
3123050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3122910
Cross-validation details (10-fold Crossvalidation)