Run
1837699

Run 1837699

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)_k2
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
0.8801
Per class
Confusion matrix
F measure
0.8386
Per class
Kappa
0.6689
KB relative information score
28980.2601
Mean absolute error
0.1805
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8386
Per class
Predictive accuracy
0.839
Prior entropy
1
Recall
0.839
Per class
Relative absolute error
0.361
Root mean prior squared error
0.5
Root mean squared error
0.3643
Root relative squared error
0.7286