Run
8860194

Run 8860194

Task 3616 (Supervised Classification) pm10 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.5599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.2063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4737
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.064
Cross-validation details (10-fold Crossvalidation)