Run
1837816

Run 1837816

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 29-10-2016 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)_k4
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
0.9697
Per class
Confusion matrix
F measure
0.9338
Per class
Kappa
0.8676
KB relative information score
817103.7654
Mean absolute error
0.0942
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9339
Per class
Predictive accuracy
0.9338
Prior entropy
1
Recall
0.9338
Per class
Relative absolute error
0.1883
Root mean prior squared error
0.5
Root mean squared error
0.2393
Root relative squared error
0.4786