Run
1835941

Run 1835941

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.8666
Per class
Confusion matrix
F measure
0.8426
Per class
Kappa
0.7367
KB relative information score
1220522.3767
Mean absolute error
0.0309
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8442
Per class
Predictive accuracy
0.8456
Prior entropy
3.3219
Recall
0.8456
Per class
Relative absolute error
0.1715
Root mean prior squared error
0.3
Root mean squared error
0.1757
Root relative squared error
0.5857