Run
8879641

Run 8879641

Task 145943 (Supervised Classification) thyroid-ann Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.9695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0593
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
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6258
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8822
Cross-validation details (10-fold Crossvalidation)