Run
1837755

Run 1837755

Task 178 (Supervised Data Stream Classification) BNG(trains) 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)_ptrue

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
0.9686
Per class
Confusion matrix
F measure
0.9315
Per class
Kappa
0.863
KB relative information score
837305.2552
Mean absolute error
0.0833
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9316
Per class
Predictive accuracy
0.9315
Prior entropy
1
Recall
0.9315
Per class
Relative absolute error
0.1665
Root mean prior squared error
0.5
Root mean squared error
0.2313
Root relative squared error
0.4626