Run
8863730

Run 8863730

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.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
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.7716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7424
Cross-validation details (10-fold Crossvalidation)