Run
543903

Run 543903

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 29-03-2016 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)_k5
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
0.9718
Per class
Confusion matrix
F measure
0.9276
Per class
Kappa
0.8198
KB relative information score
903468.6617
Mean absolute error
0.0386
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9312
Per class
Predictive accuracy
0.933
Prior entropy
2.585
Recall
0.933
Per class
Relative absolute error
0.1388
Root mean prior squared error
0.3727
Root mean squared error
0.1365
Root relative squared error
0.3662