Run
8864170

Run 8864170

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.8767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8728
Cross-validation details (10-fold Crossvalidation)