OpenML
8879252

Run 8879252

Task 3868 (Supervised Classification) glass 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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.7087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1597
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.721
Cross-validation details (10-fold Crossvalidation)