Run
1836779

Run 1836779

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9668
Per class
Confusion matrix
F measure
0.9231
Per class
Kappa
0.8228
KB relative information score
791468.9508
Mean absolute error
0.1083
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9262
Per class
Predictive accuracy
0.9247
Prior entropy
1
Recall
0.9247
Per class
Relative absolute error
0.2166
Root mean prior squared error
0.5
Root mean squared error
0.2423
Root relative squared error
0.4845