Run
8875867

Run 8875867

Task 3582 (Supervised Classification) fri_c3_100_50 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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.7194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4718
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.72
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9597
Cross-validation details (10-fold Crossvalidation)
Recall
0.72
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4854
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9212
Cross-validation details (10-fold Crossvalidation)