Run
544117

Run 544117

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.7999
Per class
Confusion matrix
F measure
0.4998
Per class
Kappa
0.4836
KB relative information score
543293.4103
Mean absolute error
0.0426
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5037
Per class
Predictive accuracy
0.5035
Prior entropy
4.7004
Recall
0.5035
Per class
Relative absolute error
0.5755
Root mean prior squared error
0.1923
Root mean squared error
0.1709
Root relative squared error
0.8888