Run
8862268

Run 8862268

Task 3812 (Supervised Classification) arsenic-female-bladder 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
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.917
Cross-validation details (10-fold Crossvalidation)