Run
8866424

Run 8866424

Task 146216 (Supervised Classification) threeOf9 Uploaded 28-02-2018 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
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.2388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4975
Cross-validation details (10-fold Crossvalidation)
Number of instances
512
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9965
Cross-validation details (10-fold Crossvalidation)
Recall
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.748
Cross-validation details (10-fold Crossvalidation)