Run
8859854

Run 8859854

Task 3562 (Supervised Classification) lupus 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
0.7929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.0831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7126
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6657
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8861
Cross-validation details (10-fold Crossvalidation)