Run
1836752

Run 1836752

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)_k3
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
0.9119
Per class
Confusion matrix
F measure
0.8792
Per class
Kappa
0.7559
KB relative information score
736194.8687
Mean absolute error
0.1334
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8795
Per class
Predictive accuracy
0.8791
Prior entropy
1
Recall
0.8791
Per class
Relative absolute error
0.2669
Root mean prior squared error
0.5
Root mean squared error
0.3207
Root relative squared error
0.6415