Run
8893166

Run 8893166

Task 146209 (Supervised Classification) thyroid-new Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.3224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3133
Cross-validation details (10-fold Crossvalidation)
Number of instances
215
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1962
Cross-validation details (10-fold Crossvalidation)
Recall
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4448
Cross-validation details (10-fold Crossvalidation)