Run
528538

Run 528538

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.MajorityVoteEnsemble(1)Moa implementation of MajorityVoteEnsemble
moa.MajorityVoteEnsemble(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree

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.

18 Evaluation measures

Area under ROC curve
0.9064
Per class
Confusion matrix
F measure
0.8587
Per class
Kappa
0.7132
KB relative information score
552500.8236
Mean absolute error
0.2394
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8642
Per class
Predictive accuracy
0.8602
Prior entropy
1
Recall
0.8602
Per class
Relative absolute error
0.4787
Root mean prior squared error
0.5
Root mean squared error
0.3461
Root relative squared error
0.6922