Run
524592

Run 524592

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 17-02-2016 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
0.9375
Per class
Confusion matrix
F measure
0.7328
Per class
Kappa
0.6522
KB relative information score
688967.9497
Mean absolute error
0.1077
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7283
Per class
Predictive accuracy
0.743
Prior entropy
2.585
Recall
0.743
Per class
Relative absolute error
0.3877
Root mean prior squared error
0.3727
Root mean squared error
0.2441
Root relative squared error
0.655