Run
8876514

Run 8876514

Task 9936 (Supervised Classification) robot-failures-lp3 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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.0048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1288
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
0.7317
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
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7974
Cross-validation details (10-fold Crossvalidation)