Run
543463

Run 543463

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 24-03-2016 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)_k3
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
0.941
Per class
Confusion matrix
F measure
0.8105
Per class
Kappa
0.7897
KB relative information score
824963.202
Mean absolute error
0.042
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8136
Per class
Predictive accuracy
0.8108
Prior entropy
3.3219
Recall
0.8108
Per class
Relative absolute error
0.2336
Root mean prior squared error
0.3
Root mean squared error
0.1684
Root relative squared error
0.5613