Run
8868114

Run 8868114

Task 3700 (Supervised Classification) analcatdata_vehicle 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
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.2402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2839
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4925
Cross-validation details (10-fold Crossvalidation)
Number of instances
48
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3582
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7221
Cross-validation details (10-fold Crossvalidation)