Run
1837934

Run 1837934

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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)_k6
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
0.9168
Per class
Confusion matrix
F measure
0.8575
Per class
Kappa
0.7149
KB relative information score
810594.1072
Mean absolute error
0.0817
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8575
Per class
Predictive accuracy
0.8575
Prior entropy
2.3219
Recall
0.8575
Per class
Relative absolute error
0.2555
Root mean prior squared error
0.4
Root mean squared error
0.2132
Root relative squared error
0.5329