Run
8868269

Run 8868269

Task 3767 (Supervised Classification) fri_c0_1000_50 Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
504.7547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2687
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6673
Cross-validation details (10-fold Crossvalidation)