Run
8866342

Run 8866342

Task 145878 (Supervised Classification) wdbc Uploaded 28-02-2018 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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
494.9286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0599
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9438
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4741
Cross-validation details (10-fold Crossvalidation)