Run
1835652

Run 1835652

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 27-10-2016 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)_g1000
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
0.9035
Per class
Confusion matrix
F measure
0.8708
Per class
Kappa
0.807
KB relative information score
823818.4572
Mean absolute error
0.0858
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8713
Per class
Predictive accuracy
0.8713
Prior entropy
1.585
Recall
0.8713
Per class
Relative absolute error
0.193
Root mean prior squared error
0.4714
Root mean squared error
0.2929
Root relative squared error
0.6213