Run
543534

Run 543534

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9474
Per class
Confusion matrix
F measure
0.8077
Per class
Kappa
0.787
KB relative information score
808546.5265
Mean absolute error
0.0486
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8105
Per class
Predictive accuracy
0.8084
Prior entropy
3.3219
Recall
0.8084
Per class
Relative absolute error
0.2702
Root mean prior squared error
0.3
Root mean squared error
0.1687
Root relative squared error
0.5624