Run
8871416

Run 8871416

Task 125923 (Supervised Classification) Australian 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
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
427.7883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1941
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6968
Cross-validation details (10-fold Crossvalidation)