Run
1836797

Run 1836797

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8936
Per class
Confusion matrix
F measure
0.7137
Per class
Kappa
0.6843
KB relative information score
711380.4433
Mean absolute error
0.0685
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7142
Per class
Predictive accuracy
0.7159
Prior entropy
3.3219
Recall
0.7159
Per class
Relative absolute error
0.3807
Root mean prior squared error
0.3
Root mean squared error
0.2147
Root relative squared error
0.7158