Run
8862277

Run 8862277

Task 3812 (Supervised Classification) arsenic-female-bladder 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
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-31.8127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9664
Cross-validation details (10-fold Crossvalidation)