Run
8868183

Run 8868183

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 01-03-2018 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
0.7097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9364
Cross-validation details (10-fold Crossvalidation)