Run
8864534

Run 8864534

Task 145682 (Supervised Classification) spectrometer 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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.2106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0245
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9201
Cross-validation details (10-fold Crossvalidation)