Run
1835914

Run 1835914

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)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g10
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
0.8317
Per class
Confusion matrix
F measure
0.8375
Per class
Kappa
0.6667
KB relative information score
30626
Mean absolute error
0.1621
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8375
Per class
Predictive accuracy
0.8379
Prior entropy
1
Recall
0.8379
Per class
Relative absolute error
0.3241
Root mean prior squared error
0.5
Root mean squared error
0.4026
Root relative squared error
0.8051