Run
1834951

Run 1834951

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.9036
Per class
Confusion matrix
F measure
0.871
Per class
Kappa
0.8073
KB relative information score
824074.4733
Mean absolute error
0.0857
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8715
Per class
Predictive accuracy
0.8715
Prior entropy
1.585
Recall
0.8715
Per class
Relative absolute error
0.1928
Root mean prior squared error
0.4714
Root mean squared error
0.2927
Root relative squared error
0.6209