Run
524205

Run 524205

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 15-02-2016 by Jan van Rijn
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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
0.9595
Per class
Confusion matrix
F measure
0.872
Per class
Kappa
0.8087
KB relative information score
789895.8235
Mean absolute error
0.1103
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8723
Per class
Predictive accuracy
0.8725
Prior entropy
1.585
Recall
0.8725
Per class
Relative absolute error
0.2481
Root mean prior squared error
0.4714
Root mean squared error
0.2565
Root relative squared error
0.5441