Run
570675

Run 570675

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9491
Per class
Confusion matrix
F measure
0.9082
Per class
Kappa
0.8981
KB relative information score
904127.0448
Mean absolute error
0.0183
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9085
Per class
Predictive accuracy
0.9083
Prior entropy
3.3219
Recall
0.9083
Per class
Relative absolute error
0.1019
Root mean prior squared error
0.3
Root mean squared error
0.1354
Root relative squared error
0.4514