Run
8859645

Run 8859645

Task 3562 (Supervised Classification) lupus Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.7132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.8821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3541
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
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7241
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.7241
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4485
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9146
Cross-validation details (10-fold Crossvalidation)