OpenML
8879299

Run 8879299

Task 3879 (Supervised Classification) vowel Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
954.8217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4422
Cross-validation details (10-fold Crossvalidation)
Recall
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2024
Cross-validation details (10-fold Crossvalidation)
Total cost