OpenML
8881376

Run 8881376

Task 145939 (Supervised Classification) thyroid-allhypo Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-495.1565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3077
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
0.7066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1388
Cross-validation details (10-fold Crossvalidation)