Run
524563

Run 524563

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.9485
Per class
Confusion matrix
F measure
0.8249
Per class
Kappa
0.7859
KB relative information score
798105.6299
Mean absolute error
0.0686
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.824
Per class
Predictive accuracy
0.8268
Prior entropy
2.585
Recall
0.8268
Per class
Relative absolute error
0.2471
Root mean prior squared error
0.3727
Root mean squared error
0.2169
Root relative squared error
0.582