Run
524591

Run 524591

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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
0.6981
Per class
Confusion matrix
F measure
0.5259
Per class
Kappa
0.265
KB relative information score
12807.7778
Mean absolute error
0.3764
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5255
Per class
Predictive accuracy
0.5264
Prior entropy
1.585
Recall
0.5264
Per class
Relative absolute error
0.8468
Root mean prior squared error
0.4714
Root mean squared error
0.4401
Root relative squared error
0.9336