Run
1835158

Run 1835158

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)_w10000
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
0.9047
Per class
Confusion matrix
F measure
0.8725
Per class
Kappa
0.8094
KB relative information score
825984.3263
Mean absolute error
0.0847
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8728
Per class
Predictive accuracy
0.8729
Prior entropy
1.585
Recall
0.8729
Per class
Relative absolute error
0.1907
Root mean prior squared error
0.4714
Root mean squared error
0.2911
Root relative squared error
0.6175