Run
563981

Run 563981

Task 3950 (Supervised Classification) musk Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_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
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2162.2877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.6513
UserCPU time millis
1130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
590
Cross-validation details (10-fold Crossvalidation)