Run
1836469

Run 1836469

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)_g1000
moa.BlastDecayed(9)_k1
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
0.8289
Per class
Confusion matrix
F measure
0.8345
Per class
Kappa
0.6607
KB relative information score
30352
Mean absolute error
0.1651
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8345
Per class
Predictive accuracy
0.8349
Prior entropy
1
Recall
0.8349
Per class
Relative absolute error
0.3302
Root mean prior squared error
0.5
Root mean squared error
0.4063
Root relative squared error
0.8126