Run
8889875

Run 8889875

Task 146804 (Supervised Classification) credit-g 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
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.9763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2974
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9221
Cross-validation details (10-fold Crossvalidation)