Run
8869398

Run 8869398

Task 146228 (Supervised Classification) solar-flare Uploaded 01-03-2018 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
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.8094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2836
Cross-validation details (10-fold Crossvalidation)
Number of instances
1066
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6608
Cross-validation details (10-fold Crossvalidation)
Recall
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3763
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3968
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0547
Cross-validation details (10-fold Crossvalidation)
Total cost