Run
1837015

Run 1837015

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)_k7
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
0.8975
Per class
Confusion matrix
F measure
0.8093
Per class
Kappa
0.6084
KB relative information score
22913.6147
Mean absolute error
0.2588
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.829
Per class
Predictive accuracy
0.8157
Prior entropy
1
Recall
0.8157
Per class
Relative absolute error
0.5177
Root mean prior squared error
0.5
Root mean squared error
0.3694
Root relative squared error
0.7387