Run
524476

Run 524476

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9932
Per class
Confusion matrix
F measure
0.9294
Per class
Kappa
0.9079
KB relative information score
917298.6823
Mean absolute error
0.0273
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9296
Per class
Predictive accuracy
0.9295
Prior entropy
2.8074
Recall
0.9295
Per class
Relative absolute error
0.1115
Root mean prior squared error
0.3499
Root mean squared error
0.123
Root relative squared error
0.3515