Run
8876337

Run 8876337

Task 3870 (Supervised Classification) bridges Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.6362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1951
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4845
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7136
Cross-validation details (10-fold Crossvalidation)