Run
8876174

Run 8876174

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.0387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3192
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8586
Cross-validation details (10-fold Crossvalidation)