Run
8876241

Run 8876241

Task 3817 (Supervised Classification) spectrometer Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.2792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2134
Cross-validation details (10-fold Crossvalidation)