Run
8876199

Run 8876199

Task 3796 (Supervised Classification) fri_c4_250_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
0.6761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.7912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.96
Cross-validation details (10-fold Crossvalidation)
Total cost