Run
570601

Run 570601

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)_g10
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
0.8117
Per class
Confusion matrix
F measure
0.8178
Per class
Kappa
0.6263
KB relative information score
28844
Mean absolute error
0.1817
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8177
Per class
Predictive accuracy
0.8183
Prior entropy
1
Recall
0.8183
Per class
Relative absolute error
0.3634
Root mean prior squared error
0.5
Root mean squared error
0.4263
Root relative squared error
0.8526