Run
1837011

Run 1837011

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) 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)_k3
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
0.9485
Per class
Confusion matrix
F measure
0.8463
Per class
Kappa
0.8298
KB relative information score
858097.2297
Mean absolute error
0.0335
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8463
Per class
Predictive accuracy
0.8469
Prior entropy
3.3219
Recall
0.8469
Per class
Relative absolute error
0.1863
Root mean prior squared error
0.3
Root mean squared error
0.1561
Root relative squared error
0.5203