Run
8859137

Run 8859137

Task 3018 (Supervised Classification) flags 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
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.7271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6237
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.6237
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)