Run
8862225

Run 8862225

Task 3808 (Supervised Classification) kidney Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4987
Cross-validation details (10-fold Crossvalidation)
Number of instances
76
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9981
Cross-validation details (10-fold Crossvalidation)
Recall
0.6842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.924
Cross-validation details (10-fold Crossvalidation)