Run
8871340

Run 8871340

Task 9935 (Supervised Classification) robot-failures-lp2 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
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.0208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1886
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
0.3513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1501
Cross-validation details (10-fold Crossvalidation)
Recall
0.4894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9498
Cross-validation details (10-fold Crossvalidation)