Run
543461

Run 543461

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8538
Per class
Confusion matrix
F measure
0.8017
Per class
Kappa
0.6015
KB relative information score
563329.4915
Mean absolute error
0.2212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8018
Per class
Predictive accuracy
0.8019
Prior entropy
1
Recall
0.8019
Per class
Relative absolute error
0.4423
Root mean prior squared error
0.5
Root mean squared error
0.3955
Root relative squared error
0.791