Run
543931

Run 543931

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 29-03-2016 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)_k5
moa.BlastDecayed(1)_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
0.9522
Per class
Confusion matrix
F measure
0.8131
Per class
Kappa
0.7935
KB relative information score
792178.8325
Mean absolute error
0.0546
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.815
Per class
Predictive accuracy
0.8142
Prior entropy
3.3219
Recall
0.8142
Per class
Relative absolute error
0.3032
Root mean prior squared error
0.3
Root mean squared error
0.1684
Root relative squared error
0.5615