Run
8868764

Run 8868764

Task 3588 (Supervised Classification) pol 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
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7407.8046
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.214
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9181
Cross-validation details (10-fold Crossvalidation)