Run
1837974

Run 1837974

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.9532
Per class
Confusion matrix
F measure
0.8136
Per class
Kappa
0.7937
KB relative information score
778861.1555
Mean absolute error
0.0596
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8154
Per class
Predictive accuracy
0.8144
Prior entropy
3.3219
Recall
0.8144
Per class
Relative absolute error
0.3311
Root mean prior squared error
0.3
Root mean squared error
0.1684
Root relative squared error
0.5614