Run
8876559

Run 8876559

Task 9973 (Supervised Classification) leaf 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
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.0155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6921
Cross-validation details (10-fold Crossvalidation)