Run
524588

Run 524588

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 17-02-2016 by Joaquin Vanschoren
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Flow

moa.BLAST(2)Moa implementation of BLAST
moa.BLAST(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BLAST(2)_w1000

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
0.9737
Per class
Confusion matrix
F measure
0.9424
Per class
Kappa
0.8736
KB relative information score
843228.7732
Mean absolute error
0.0845
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9424
Per class
Predictive accuracy
0.9426
Prior entropy
1
Recall
0.9426
Per class
Relative absolute error
0.1689
Root mean prior squared error
0.5
Root mean squared error
0.2169
Root relative squared error
0.4337