Run
8876799

Run 8876799

Task 145928 (Supervised Classification) dbworld-subjects 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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.8969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4957
Cross-validation details (10-fold Crossvalidation)
Number of instances
64
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.994
Cross-validation details (10-fold Crossvalidation)
Recall
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6676
Cross-validation details (10-fold Crossvalidation)
Total cost