Run
543678

Run 543678

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 26-03-2016 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)_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
0.9857
Per class
Confusion matrix
F measure
0.9217
Per class
Kappa
0.9127
KB relative information score
807638.6588
Mean absolute error
0.0627
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9245
Per class
Predictive accuracy
0.9214
Prior entropy
3.3219
Recall
0.9214
Per class
Relative absolute error
0.3481
Root mean prior squared error
0.3
Root mean squared error
0.1432
Root relative squared error
0.4773