Run
9190217

Run 9190217

Task 145886 (Supervised Classification) robot-failures-lp4 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
0.9228 ± 0.1325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7838 ± 0.1858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5961 ± 0.3689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.7054 ± 2.2885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856 ± 0.0688
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7844 ± 0.1918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7863 ± 0.1847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7863 ± 0.1847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5061 ± 0.1951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2921 ± 0.0917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6839 ± 0.2235
Cross-validation details (10-fold Crossvalidation)