Run
8865547

Run 8865547

Task 145943 (Supervised Classification) thyroid-ann Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2365.485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0303
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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5319
Cross-validation details (10-fold Crossvalidation)