Run
571176

Run 571176

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g100
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.9034
Per class
Confusion matrix
F measure
0.8706
Per class
Kappa
0.8067
KB relative information score
823572.0246
Mean absolute error
0.0859
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8711
Per class
Predictive accuracy
0.8711
Prior entropy
1.585
Recall
0.8711
Per class
Relative absolute error
0.1933
Root mean prior squared error
0.4714
Root mean squared error
0.2931
Root relative squared error
0.6218