Run
8867932

Run 8867932

Task 57 (Supervised Classification) ionosphere Uploaded 01-03-2018 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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.5391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6885
Cross-validation details (10-fold Crossvalidation)