Run
8876816

Run 8876816

Task 145943 (Supervised Classification) thyroid-ann 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
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2077.7475
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0435
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0948
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7399
Cross-validation details (10-fold Crossvalidation)