Run
1836916

Run 1836916

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.8977
Per class
Confusion matrix
F measure
0.8353
Per class
Kappa
0.662
KB relative information score
25216.2155
Mean absolute error
0.2313
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8355
Per class
Predictive accuracy
0.8359
Prior entropy
1
Recall
0.8359
Per class
Relative absolute error
0.4626
Root mean prior squared error
0.5
Root mean squared error
0.3546
Root relative squared error
0.7092