Run
524455

Run 524455

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9896
Per class
Confusion matrix
F measure
0.9642
Per class
Kappa
0.9246
KB relative information score
118425.6699
Mean absolute error
0.0521
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9642
Per class
Predictive accuracy
0.9642
Prior entropy
1
Recall
0.9642
Per class
Relative absolute error
0.1041
Root mean prior squared error
0.5
Root mean squared error
0.1711
Root relative squared error
0.3423