Run
543984

Run 543984

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_ptrue

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
0.5742
Per class
Confusion matrix
F measure
0.8528
Per class
Kappa
0.0225
KB relative information score
259808.5311
Mean absolute error
0.0439
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8536
Per class
Predictive accuracy
0.8991
Prior entropy
2.3219
Recall
0.8991
Per class
Relative absolute error
0.1371
Root mean prior squared error
0.4
Root mean squared error
0.1965
Root relative squared error
0.4912