Run
8861109

Run 8861109

Task 3700 (Supervised Classification) analcatdata_vehicle Uploaded 27-02-2018 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
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.6203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
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
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8229
Cross-validation details (10-fold Crossvalidation)