Run
9190218

Run 9190218

Task 145887 (Supervised Classification) robot-failures-lp5 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
0.9017 ± 0.0503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6882 ± 0.1172
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6056 ± 0.1354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.2996 ± 1.1882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1846 ± 0.0161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.69 ± 0.1417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6951 ± 0.1025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6951 ± 0.1025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5918 ± 0.0519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2991 ± 0.0289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7576 ± 0.0737
Cross-validation details (10-fold Crossvalidation)