Run
8868413

Run 8868413

Task 3876 (Supervised Classification) analcatdata_challenger 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
0.6107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-47.7093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1229
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1273
Cross-validation details (10-fold Crossvalidation)
Number of instances
138
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3712
Cross-validation details (10-fold Crossvalidation)
Recall
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.247
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.997
Cross-validation details (10-fold Crossvalidation)