Run
1836796

Run 1836796

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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
0.9411
Per class
Confusion matrix
F measure
0.8238
Per class
Kappa
0.7884
KB relative information score
822560.0699
Mean absolute error
0.0621
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8286
Per class
Predictive accuracy
0.8299
Prior entropy
2.585
Recall
0.8299
Per class
Relative absolute error
0.2237
Root mean prior squared error
0.3727
Root mean squared error
0.2052
Root relative squared error
0.5507