Run
1835760

Run 1835760

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.9558
Per class
Confusion matrix
F measure
0.9221
Per class
Kappa
0.8995
KB relative information score
917053.48
Mean absolute error
0.022
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9217
Per class
Predictive accuracy
0.9231
Prior entropy
2.8074
Recall
0.9231
Per class
Relative absolute error
0.0897
Root mean prior squared error
0.3499
Root mean squared error
0.1482
Root relative squared error
0.4235