Run
8880718

Run 8880718

Task 3616 (Supervised Classification) pm10 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.5175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.1871
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.496
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
0.5383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.014
Cross-validation details (10-fold Crossvalidation)