Run
570602

Run 570602

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 03-05-2016 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.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g100
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
0.8078
Per class
Confusion matrix
F measure
0.8142
Per class
Kappa
0.6188
KB relative information score
28518
Mean absolute error
0.1853
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8141
Per class
Predictive accuracy
0.8147
Prior entropy
1
Recall
0.8147
Per class
Relative absolute error
0.3706
Root mean prior squared error
0.5
Root mean squared error
0.4305
Root relative squared error
0.861