Run
529063

Run 529063

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) 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
0.6952
Per class
Confusion matrix
F measure
0.7649
Per class
Kappa
0.423
KB relative information score
552554
Mean absolute error
0.2237
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7657
Per class
Predictive accuracy
0.7763
Prior entropy
1
Recall
0.7763
Per class
Relative absolute error
0.4474
Root mean prior squared error
0.5
Root mean squared error
0.473
Root relative squared error
0.946