Run
1837946

Run 1837946

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 29-10-2016 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
0.9344
Per class
Confusion matrix
F measure
0.8483
Per class
Kappa
0.8316
KB relative information score
852733.7222
Mean absolute error
0.032
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8485
Per class
Predictive accuracy
0.8485
Prior entropy
3.3219
Recall
0.8485
Per class
Relative absolute error
0.1778
Root mean prior squared error
0.3
Root mean squared error
0.1633
Root relative squared error
0.5443