Run
570596

Run 570596

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)_a0.9
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
0.8741
Per class
Confusion matrix
F measure
0.8797
Per class
Kappa
0.753
KB relative information score
34446
Mean absolute error
0.1199
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.88
Per class
Predictive accuracy
0.8801
Prior entropy
1
Recall
0.8801
Per class
Relative absolute error
0.2398
Root mean prior squared error
0.5
Root mean squared error
0.3463
Root relative squared error
0.6925