Run
8887156

Run 8887156

Task 26 (Supervised Classification) nursery 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
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11539.8721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3427
Cross-validation details (10-fold Crossvalidation)