Run
8894884

Run 8894884

Task 3726 (Supervised Classification) sleuth_ex2016 Uploaded 28-03-2018 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
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2799
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9026
Cross-validation details (10-fold Crossvalidation)