Run
1836915

Run 1836915

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)_k6
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
0.8999
Per class
Confusion matrix
F measure
0.6939
Per class
Kappa
0.6638
KB relative information score
656935.2435
Mean absolute error
0.0871
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6966
Per class
Predictive accuracy
0.6974
Prior entropy
3.3219
Recall
0.6974
Per class
Relative absolute error
0.484
Root mean prior squared error
0.3
Root mean squared error
0.2179
Root relative squared error
0.7262