OpenML
8870246

Run 8870246

Task 3022 (Supervised Classification) vowel Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
912.7331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3464
Cross-validation details (10-fold Crossvalidation)