Run
8860502

Run 8860502

Task 3600 (Supervised Classification) ailerons Uploaded 27-02-2018 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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7485.2341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7161
Cross-validation details (10-fold Crossvalidation)