Run
9190232

Run 9190232

Task 145959 (Supervised Classification) balance-scale 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
0.9386 ± 0.0195
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8256 ± 0.0299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7395 ± 0.0584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.2892 ± 2.4305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1725 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7951 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4543 ± 0.0422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2689 ± 0.0216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6173 ± 0.0491
Cross-validation details (10-fold Crossvalidation)