Run
8860294

Run 8860294

Task 3610 (Supervised Classification) fri_c3_250_5 Uploaded 27-02-2018 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
0.7354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.7413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4919
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9883
Cross-validation details (10-fold Crossvalidation)
Recall
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7633
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.921
Cross-validation details (10-fold Crossvalidation)