Run
9190197

Run 9190197

Task 145837 (Supervised Classification) breast-tissue Uploaded 18-04-2018 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
0.7245 ± 0.0844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3499 ± 0.1262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2617 ± 0.1768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.8677 ± 0.8299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.234 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3408 ± 0.147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3962 ± 0.1492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.3962 ± 0.1492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8469 ± 0.0528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467 ± 0.021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.933 ± 0.057
Cross-validation details (10-fold Crossvalidation)