Run
8875954

Run 8875954

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3679
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.3279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3925
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6855
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9042
Cross-validation details (10-fold Crossvalidation)