Run
8876923

Run 8876923

Task 146203 (Supervised Classification) hypothyroid 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
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1370.2218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0718
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Number of instances
3163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2779
Cross-validation details (10-fold Crossvalidation)
Recall
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9331
Cross-validation details (10-fold Crossvalidation)