Run
8860050

Run 8860050

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.3562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9444
Cross-validation details (10-fold Crossvalidation)