Run
8865454

Run 8865454

Task 145928 (Supervised Classification) dbworld-subjects Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.2266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1841
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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.994
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6662
Cross-validation details (10-fold Crossvalidation)