Run
8868966

Run 8868966

Task 145943 (Supervised Classification) thyroid-ann Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-Standardize-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
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1776.0226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0451
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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.717
Cross-validation details (10-fold Crossvalidation)