Run
1836871

Run 1836871

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)_k5
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
0.9263
Per class
Confusion matrix
F measure
0.8769
Per class
Kappa
0.7509
KB relative information score
704826.7361
Mean absolute error
0.1523
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8769
Per class
Predictive accuracy
0.8768
Prior entropy
1
Recall
0.8768
Per class
Relative absolute error
0.3045
Root mean prior squared error
0.5
Root mean squared error
0.3116
Root relative squared error
0.6232