Run
8889581

Run 8889581

Task 145939 (Supervised Classification) thyroid-allhypo Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
345.6605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2193
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
0.5969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.5993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9461
Cross-validation details (10-fold Crossvalidation)