Run
8875908

Run 8875908

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.7298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.5918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3853
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4919
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.692
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9883
Cross-validation details (10-fold Crossvalidation)
Recall
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.929
Cross-validation details (10-fold Crossvalidation)