Run
528628

Run 528628

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 03-03-2016 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.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
0.8421
Per class
Confusion matrix
F measure
0.8489
Per class
Kappa
0.6897
KB relative information score
31678
Mean absolute error
0.1504
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8493
Per class
Predictive accuracy
0.8496
Prior entropy
1
Recall
0.8496
Per class
Relative absolute error
0.3009
Root mean prior squared error
0.5
Root mean squared error
0.3879
Root relative squared error
0.7757