Run
8859726

Run 8859726

Task 3546 (Supervised Classification) analcatdata_halloffame 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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-140.156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1164
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.919
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3048
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2674
Cross-validation details (10-fold Crossvalidation)