Run
8864671

Run 8864671

Task 145805 (Supervised Classification) vehicle 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
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2794
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.4598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0416
Cross-validation details (10-fold Crossvalidation)