Run
543745

Run 543745

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 27-03-2016 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)_k7
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
0.9861
Per class
Confusion matrix
F measure
0.928
Per class
Kappa
0.92
KB relative information score
877971.3477
Mean absolute error
0.0387
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9284
Per class
Predictive accuracy
0.928
Prior entropy
3.3219
Recall
0.928
Per class
Relative absolute error
0.2149
Root mean prior squared error
0.3
Root mean squared error
0.1145
Root relative squared error
0.3817