Run
529622

Run 529622

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.8779
Per class
Confusion matrix
F measure
0.8792
Per class
Kappa
0.7557
KB relative information score
758468
Mean absolute error
0.1208
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8793
Per class
Predictive accuracy
0.8792
Prior entropy
1
Recall
0.8792
Per class
Relative absolute error
0.2415
Root mean prior squared error
0.5
Root mean squared error
0.3475
Root relative squared error
0.695