Run
8876712

Run 8876712

Task 145866 (Supervised Classification) sa-heart 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
0.7274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.2307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3531
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.952
Cross-validation details (10-fold Crossvalidation)