Run
1836630

Run 1836630

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
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
0.9131
Per class
Confusion matrix
F measure
0.8435
Per class
Kappa
0.8261
KB relative information score
836333.7239
Mean absolute error
0.0313
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8437
Per class
Predictive accuracy
0.8435
Prior entropy
3.3219
Recall
0.8435
Per class
Relative absolute error
0.1739
Root mean prior squared error
0.3
Root mean squared error
0.1769
Root relative squared error
0.5897