Run
1836810

Run 1836810

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 28-10-2016 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)_k4
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
0.9204
Per class
Confusion matrix
F measure
0.8748
Per class
Kappa
0.7475
KB relative information score
719951.4588
Mean absolute error
0.1428
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8762
Per class
Predictive accuracy
0.8745
Prior entropy
1
Recall
0.8745
Per class
Relative absolute error
0.2856
Root mean prior squared error
0.5
Root mean squared error
0.3149
Root relative squared error
0.6298