Run
1835855

Run 1835855

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.825
Per class
Confusion matrix
F measure
0.8297
Per class
Kappa
0.6512
KB relative information score
29896
Mean absolute error
0.1701
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8296
Per class
Predictive accuracy
0.8299
Prior entropy
1
Recall
0.8299
Per class
Relative absolute error
0.3402
Root mean prior squared error
0.5
Root mean squared error
0.4124
Root relative squared error
0.8249