Run
570766

Run 570766

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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
0.9267
Per class
Confusion matrix
F measure
0.9439
Per class
Kappa
0.8617
KB relative information score
939843.0426
Mean absolute error
0.0182
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9433
Per class
Predictive accuracy
0.9454
Prior entropy
2.585
Recall
0.9454
Per class
Relative absolute error
0.0655
Root mean prior squared error
0.3727
Root mean squared error
0.1349
Root relative squared error
0.362