Run
529609

Run 529609

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.9297
Per class
Confusion matrix
F measure
0.9433
Per class
Kappa
0.8614
KB relative information score
939309.7929
Mean absolute error
0.0184
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9426
Per class
Predictive accuracy
0.9449
Prior entropy
2.585
Recall
0.9449
Per class
Relative absolute error
0.0661
Root mean prior squared error
0.3727
Root mean squared error
0.1355
Root relative squared error
0.3636