Run
8876082

Run 8876082

Task 3730 (Supervised Classification) fri_c2_1000_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
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
308.7994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9064
Cross-validation details (10-fold Crossvalidation)