Run
529885

Run 529885

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 04-03-2016 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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.9052
Per class
Confusion matrix
F measure
0.8731
Per class
Kappa
0.8104
KB relative information score
826879.6983
Mean absolute error
0.0843
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8734
Per class
Predictive accuracy
0.8735
Prior entropy
1.585
Recall
0.8735
Per class
Relative absolute error
0.1897
Root mean prior squared error
0.4714
Root mean squared error
0.2903
Root relative squared error
0.6159