Run
9190494

Run 9190494

Task 145792 (Supervised Classification) thyroid-allhyper Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.7752 ± 0.0172
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.67 ± 0.0336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3955 ± 0.0631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
908.5823 ± 8.5607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1737 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6943 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6946 ± 0.0259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6946 ± 0.0259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7564 ± 0.023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2956 ± 0.0086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8728 ± 0.0258
Cross-validation details (10-fold Crossvalidation)