Run
1837773

Run 1837773

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)_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
0.9126
Per class
Confusion matrix
F measure
0.8792
Per class
Kappa
0.7559
KB relative information score
736418.7537
Mean absolute error
0.1333
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
0.2667
Root mean prior squared error
0.5
Root mean squared error
0.3206
Root relative squared error
0.6412