Run
1838119

Run 1838119

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)_k6
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
0.8463
Per class
Kappa
0.8298
KB relative information score
805699.458
Mean absolute error
0.0544
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8464
Per class
Predictive accuracy
0.8468
Prior entropy
3.3219
Recall
0.8468
Per class
Relative absolute error
0.302
Root mean prior squared error
0.3
Root mean squared error
0.1576
Root relative squared error
0.5253