Run
8861630

Run 8861630

Task 3746 (Supervised Classification) pollution 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
0.8204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.9639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1833
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8568
Cross-validation details (10-fold Crossvalidation)