Run
8871481

Run 8871481

Task 145885 (Supervised Classification) robot-failures-lp3 Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.2922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3411
Cross-validation details (10-fold Crossvalidation)
Number of instances
47
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7666
Cross-validation details (10-fold Crossvalidation)