Run
1836795

Run 1836795

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 28-10-2016 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)_k4
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
0.8958
Per class
Confusion matrix
F measure
0.8343
Per class
Kappa
0.6622
KB relative information score
27222.0021
Mean absolute error
0.2056
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8357
Per class
Predictive accuracy
0.8338
Prior entropy
1
Recall
0.8338
Per class
Relative absolute error
0.4111
Root mean prior squared error
0.5
Root mean squared error
0.3502
Root relative squared error
0.7005