Run
8868441

Run 8868441

Task 3890 (Supervised Classification) ada_prior 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
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1962.7353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8303
Cross-validation details (10-fold Crossvalidation)