Run
8865041

Run 8865041

Task 145859 (Supervised Classification) one-hundred-plants-margin Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1423.4493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4859
Cross-validation details (10-fold Crossvalidation)