Run
544075

Run 544075

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 30-03-2016 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)_k4
moa.BlastDecayed(1)_ptrue

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
0.983
Per class
Confusion matrix
F measure
0.929
Per class
Kappa
0.9211
KB relative information score
927375.5922
Mean absolute error
0.019
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9291
Per class
Predictive accuracy
0.929
Prior entropy
3.3219
Recall
0.929
Per class
Relative absolute error
0.1054
Root mean prior squared error
0.3
Root mean squared error
0.1059
Root relative squared error
0.353