Run
571362

Run 571362

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)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.8841
Per class
Confusion matrix
F measure
0.8431
Per class
Kappa
0.7681
KB relative information score
788191.1422
Mean absolute error
0.1031
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8479
Per class
Predictive accuracy
0.8453
Prior entropy
1.585
Recall
0.8453
Per class
Relative absolute error
0.2321
Root mean prior squared error
0.4714
Root mean squared error
0.3212
Root relative squared error
0.6813