Run
8875962

Run 8875962

Task 3651 (Supervised Classification) cleveland 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
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.8144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1897
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8284
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7332
Cross-validation details (10-fold Crossvalidation)