Run
8866478

Run 8866478

Task 146224 (Supervised Classification) breast Uploaded 28-02-2018 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
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
655.6954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.06
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3305
Cross-validation details (10-fold Crossvalidation)