Run
1837942

Run 1837942

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 29-10-2016 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)_k6
moa.BlastDecayed(9)_ptrue

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
0.9052
Per class
Confusion matrix
F measure
0.8393
Per class
Kappa
0.6695
KB relative information score
25512.8089
Mean absolute error
0.2282
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.842
Per class
Predictive accuracy
0.841
Prior entropy
1
Recall
0.841
Per class
Relative absolute error
0.4564
Root mean prior squared error
0.5
Root mean squared error
0.3518
Root relative squared error
0.7036