Run
8868963

Run 8868963

Task 145941 (Supervised Classification) thyroid-dis 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
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
844.3802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.5725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0174
Cross-validation details (10-fold Crossvalidation)