OpenML
8881799

Run 8881799

Task 145886 (Supervised Classification) robot-failures-lp4 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.147
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
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.401
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8079
Cross-validation details (10-fold Crossvalidation)
Total cost