Run
8865953

Run 8865953

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 28-02-2018 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
0.7972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8288.9001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3381
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.8502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2998
Cross-validation details (10-fold Crossvalidation)