Run
1835832

Run 1835832

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.899
Per class
Confusion matrix
F measure
0.8174
Per class
Kappa
0.7979
KB relative information score
809827.9546
Mean absolute error
0.0364
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8177
Per class
Predictive accuracy
0.8181
Prior entropy
3.3219
Recall
0.8181
Per class
Relative absolute error
0.2021
Root mean prior squared error
0.3
Root mean squared error
0.1907
Root relative squared error
0.6357