Run
524550

Run 524550

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9889
Per class
Confusion matrix
F measure
0.9494
Per class
Kappa
0.8853
KB relative information score
865192.1743
Mean absolute error
0.0715
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9494
Per class
Predictive accuracy
0.9494
Prior entropy
1
Recall
0.9494
Per class
Relative absolute error
0.1429
Root mean prior squared error
0.5
Root mean squared error
0.1916
Root relative squared error
0.3831