Run
524518

Run 524518

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7887
Per class
Confusion matrix
F measure
0.7343
Per class
Kappa
0.4008
KB relative information score
12968.4253
Mean absolute error
0.3504
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7379
Per class
Predictive accuracy
0.7457
Prior entropy
1
Recall
0.7457
Per class
Relative absolute error
0.7008
Root mean prior squared error
0.5
Root mean squared error
0.4166
Root relative squared error
0.8332