Run
8889764

Run 8889764

Task 145979 (Supervised Classification) spambase Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2477.6194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.23
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7096
Cross-validation details (10-fold Crossvalidation)