Run
1836837

Run 1836837

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 28-10-2016 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)_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
0.8085
Per class
Confusion matrix
F measure
0.4612
Per class
Kappa
0.4465
KB relative information score
527411.6784
Mean absolute error
0.0468
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4862
Per class
Predictive accuracy
0.4678
Prior entropy
4.7004
Recall
0.4678
Per class
Relative absolute error
0.633
Root mean prior squared error
0.1923
Root mean squared error
0.1693
Root relative squared error
0.8802