Run
1837021

Run 1837021

Task 192 (Supervised Data Stream Classification) LED(50000) 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)_k7
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
0.9009
Per class
Confusion matrix
F measure
0.6882
Per class
Kappa
0.6577
KB relative information score
612020.6519
Mean absolute error
0.0998
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6928
Per class
Predictive accuracy
0.692
Prior entropy
3.3219
Recall
0.692
Per class
Relative absolute error
0.5547
Root mean prior squared error
0.3
Root mean squared error
0.2221
Root relative squared error
0.7403