Run
8887299

Run 8887299

Task 6 (Supervised Classification) letter 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
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13790.3665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7224
Cross-validation details (10-fold Crossvalidation)
Total cost