Run
8866791

Run 8866791

Task 145885 (Supervised Classification) robot-failures-lp3 Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.7524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2943
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
0.5603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8007
Cross-validation details (10-fold Crossvalidation)
Recall
0.6809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9147
Cross-validation details (10-fold Crossvalidation)