OpenML
8881797

Run 8881797

Task 145884 (Supervised Classification) robot-failures-lp2 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
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5996
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.57
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1496
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.6383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9681
Cross-validation details (10-fold Crossvalidation)