Run
8877974

Run 8877974

Task 145928 (Supervised Classification) dbworld-subjects Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.3467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.994
Cross-validation details (10-fold Crossvalidation)
Recall
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2714
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5453
Cross-validation details (10-fold Crossvalidation)