Run
1835829

Run 1835829

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.7506
Per class
Confusion matrix
F measure
0.5184
Per class
Kappa
0.5012
KB relative information score
514657.9856
Mean absolute error
0.0369
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5199
Per class
Predictive accuracy
0.5204
Prior entropy
4.7004
Recall
0.5204
Per class
Relative absolute error
0.4988
Root mean prior squared error
0.1923
Root mean squared error
0.1921
Root relative squared error
0.9988