Run
543542

Run 543542

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 25-03-2016 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)_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
0.9829
Per class
Confusion matrix
F measure
0.9268
Per class
Kappa
0.9188
KB relative information score
927268.3846
Mean absolute error
0.019
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9278
Per class
Predictive accuracy
0.9269
Prior entropy
3.3219
Recall
0.9269
Per class
Relative absolute error
0.1056
Root mean prior squared error
0.3
Root mean squared error
0.106
Root relative squared error
0.3533