Run
8869562

Run 8869562

Task 145808 (Supervised Classification) hypothyroid Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
600.363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0458
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4715
Cross-validation details (10-fold Crossvalidation)
Recall
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7678
Cross-validation details (10-fold Crossvalidation)