Run
1836734

Run 1836734

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 27-10-2016 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)_k3
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
0.889
Per class
Confusion matrix
F measure
0.8385
Per class
Kappa
0.6682
KB relative information score
28183.4328
Mean absolute error
0.193
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8391
Per class
Predictive accuracy
0.8393
Prior entropy
1
Recall
0.8393
Per class
Relative absolute error
0.3859
Root mean prior squared error
0.5
Root mean squared error
0.3543
Root relative squared error
0.7086