Run
1838076

Run 1838076

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)_k4
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
0.9577
Per class
Confusion matrix
F measure
0.8488
Per class
Kappa
0.8322
KB relative information score
846381.46
Mean absolute error
0.0396
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8489
Per class
Predictive accuracy
0.849
Prior entropy
3.3219
Recall
0.849
Per class
Relative absolute error
0.2201
Root mean prior squared error
0.3
Root mean squared error
0.1542
Root relative squared error
0.5142