Run
8866542

Run 8866542

Task 145891 (Supervised Classification) wall-robot-navigation Uploaded 28-02-2018 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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4271.2294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8909
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2837
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.524
Cross-validation details (10-fold Crossvalidation)