Run
1837747

Run 1837747

Task 6706 (Supervised Data Stream Classification) BNG(satimage) 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)_k2
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
0.9278
Per class
Confusion matrix
F measure
0.824
Per class
Kappa
0.785
KB relative information score
822161.7214
Mean absolute error
0.0605
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8231
Per class
Predictive accuracy
0.8262
Prior entropy
2.585
Recall
0.8262
Per class
Relative absolute error
0.2179
Root mean prior squared error
0.3727
Root mean squared error
0.2145
Root relative squared error
0.5757