Run
543711

Run 543711

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9522
Per class
Confusion matrix
F measure
0.7933
Per class
Kappa
0.7691
KB relative information score
678786.2006
Mean absolute error
0.0906
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8053
Per class
Predictive accuracy
0.7923
Prior entropy
3.3219
Recall
0.7923
Per class
Relative absolute error
0.5035
Root mean prior squared error
0.3
Root mean squared error
0.1925
Root relative squared error
0.6417