Run
8866864

Run 8866864

Task 145891 (Supervised Classification) wall-robot-navigation Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1796.8069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2709
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
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8445
Cross-validation details (10-fold Crossvalidation)