Run
1834983

Run 1834983

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.5566
Per class
Confusion matrix
F measure
0.8419
Per class
Kappa
0.1184
KB relative information score
244816.6068
Mean absolute error
0.06
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.837
Per class
Predictive accuracy
0.85
Prior entropy
2.3219
Recall
0.85
Per class
Relative absolute error
0.1875
Root mean prior squared error
0.4
Root mean squared error
0.245
Root relative squared error
0.6124