Run
8860048

Run 8860048

Task 3601 (Supervised Classification) cpu_small 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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5881.2587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.89
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6901
Cross-validation details (10-fold Crossvalidation)