Run
1835095

Run 1835095

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.8974
Per class
Confusion matrix
F measure
0.862
Per class
Kappa
0.7947
KB relative information score
812511.306
Mean absolute error
0.0913
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8636
Per class
Predictive accuracy
0.8631
Prior entropy
1.585
Recall
0.8631
Per class
Relative absolute error
0.2054
Root mean prior squared error
0.4714
Root mean squared error
0.3022
Root relative squared error
0.641