Run
8861314

Run 8861314

Task 3719 (Supervised Classification) fishcatch 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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
137.6259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4797
Cross-validation details (10-fold Crossvalidation)
Number of instances
158
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4896
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4511
Cross-validation details (10-fold Crossvalidation)