OpenML
570600

Run 570600

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)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
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
0.7996
Per class
Confusion matrix
F measure
0.8086
Per class
Kappa
0.6065
KB relative information score
28094
Mean absolute error
0.19
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8096
Per class
Predictive accuracy
0.81
Prior entropy
1
Recall
0.81
Per class
Relative absolute error
0.38
Root mean prior squared error
0.5
Root mean squared error
0.4359
Root relative squared error
0.8718