Run
8876261

Run 8876261

Task 3829 (Supervised Classification) analcatdata_halloffame Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-15.912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1697
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4493
Cross-validation details (10-fold Crossvalidation)
Recall
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2908
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1461
Cross-validation details (10-fold Crossvalidation)