Run
9190274

Run 9190274

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 19-04-2018 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
0.7768 ± 0.0721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7822 ± 0.059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5504 ± 0.1228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.7777 ± 4.4005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3256 ± 0.0385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7825 ± 0.063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782 ± 0.0592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.782 ± 0.0592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6729 ± 0.0798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4301 ± 0.0457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8745 ± 0.0932
Cross-validation details (10-fold Crossvalidation)