Run
8868680

Run 8868680

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 01-03-2018 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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3901
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2102.9425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2468
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
0.6248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.5598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0041
Cross-validation details (10-fold Crossvalidation)