Run
8876737

Run 8876737

Task 145886 (Supervised Classification) robot-failures-lp4 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.73
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.0244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7704
Cross-validation details (10-fold Crossvalidation)