Run
8879625

Run 8879625

Task 145938 (Supervised Classification) thyroid-allhyper 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
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1076.1161
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1555
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
0.6666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8788
Cross-validation details (10-fold Crossvalidation)