Run
542697

Run 542697

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 23-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
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
0.86
Per class
Confusion matrix
F measure
0.8122
Per class
Kappa
0.6217
KB relative information score
27794
Mean absolute error
0.1933
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8213
Per class
Predictive accuracy
0.8112
Prior entropy
1
Recall
0.8112
Per class
Relative absolute error
0.3866
Root mean prior squared error
0.5
Root mean squared error
0.3804
Root relative squared error
0.7608