Run
8859582

Run 8859582

Task 3500 (Supervised Classification) squash-unstored 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
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3823
Cross-validation details (10-fold Crossvalidation)
Number of instances
52
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3486
Cross-validation details (10-fold Crossvalidation)
Recall
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4353
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6908
Cross-validation details (10-fold Crossvalidation)