Run
8865195

Run 8865195

Task 145878 (Supervised Classification) wdbc Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
542.405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0211
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
0.9794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3004
Cross-validation details (10-fold Crossvalidation)