Run
1838151

Run 1838151

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 31-10-2016 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)_k7
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
0.9632
Per class
Confusion matrix
F measure
0.8456
Per class
Kappa
0.829
KB relative information score
794547.7031
Mean absolute error
0.0583
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8459
Per class
Predictive accuracy
0.8461
Prior entropy
3.3219
Recall
0.8461
Per class
Relative absolute error
0.3238
Root mean prior squared error
0.3
Root mean squared error
0.1594
Root relative squared error
0.5312