Run
8864800

Run 8864800

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1308.8553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3025
Cross-validation details (10-fold Crossvalidation)