Run
8869369

Run 8869369

Task 146203 (Supervised Classification) hypothyroid 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
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1379.1491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0722
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2779
Cross-validation details (10-fold Crossvalidation)
Recall
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8858
Cross-validation details (10-fold Crossvalidation)