Run
544224

Run 544224

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 31-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
moa.BlastDecayed(1)_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
0.9443
Per class
Confusion matrix
F measure
0.9446
Per class
Kappa
0.8634
KB relative information score
927289.0494
Mean absolute error
0.0263
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9439
Per class
Predictive accuracy
0.946
Prior entropy
2.585
Recall
0.946
Per class
Relative absolute error
0.0947
Root mean prior squared error
0.3727
Root mean squared error
0.1353
Root relative squared error
0.363