Run
8862750

Run 8862750

Task 3864 (Supervised Classification) sponge 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
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.3732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0744
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1545
Cross-validation details (10-fold Crossvalidation)
Number of instances
76
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4356
Cross-validation details (10-fold Crossvalidation)
Recall
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2699
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8392
Cross-validation details (10-fold Crossvalidation)