OpenML
570603

Run 570603

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)_g1000
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
0.8045
Per class
Confusion matrix
F measure
0.811
Per class
Kappa
0.6122
KB relative information score
28232
Mean absolute error
0.1885
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8109
Per class
Predictive accuracy
0.8115
Prior entropy
1
Recall
0.8115
Per class
Relative absolute error
0.3769
Root mean prior squared error
0.5
Root mean squared error
0.4341
Root relative squared error
0.8683