Run
1836777

Run 1836777

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)_k3
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
0.7976
Per class
Confusion matrix
F measure
0.4684
Per class
Kappa
0.4504
KB relative information score
537336.9835
Mean absolute error
0.0433
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4952
Per class
Predictive accuracy
0.4715
Prior entropy
4.7004
Recall
0.4715
Per class
Relative absolute error
0.5848
Root mean prior squared error
0.1923
Root mean squared error
0.1724
Root relative squared error
0.8965