Run
8865465

Run 8865465

Task 145682 (Supervised Classification) spectrometer 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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
218.1104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0259
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9981
Cross-validation details (10-fold Crossvalidation)