Run
524460

Run 524460

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.98
Per class
Confusion matrix
F measure
0.939
Per class
Kappa
0.878
KB relative information score
829643.5904
Mean absolute error
0.0917
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.939
Per class
Predictive accuracy
0.939
Prior entropy
1
Recall
0.939
Per class
Relative absolute error
0.1834
Root mean prior squared error
0.5
Root mean squared error
0.2193
Root relative squared error
0.4386