Run
9190215

Run 9190215

Task 145884 (Supervised Classification) robot-failures-lp2 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
0.8686 ± 0.093
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6622 ± 0.2277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5569 ± 0.3407
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.6886 ± 0.9239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1809 ± 0.0352
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2956 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7592 ± 0.2489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7021 ± 0.1863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.7021 ± 0.1863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6118 ± 0.1217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829 ± 0.0069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2991 ± 0.0568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813 ± 0.1496
Cross-validation details (10-fold Crossvalidation)