Run
8881798

Run 8881798

Task 145885 (Supervised Classification) robot-failures-lp3 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
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.2307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.11
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
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7243
Cross-validation details (10-fold Crossvalidation)