Run
1837820

Run 1837820

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)_k4
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
0.902
Per class
Confusion matrix
F measure
0.8431
Per class
Kappa
0.6776
KB relative information score
27357.0027
Mean absolute error
0.2042
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8437
Per class
Predictive accuracy
0.8439
Prior entropy
1
Recall
0.8439
Per class
Relative absolute error
0.4084
Root mean prior squared error
0.5
Root mean squared error
0.349
Root relative squared error
0.6979