Run
524589

Run 524589

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 17-02-2016 by Jan van Rijn
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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
0.9827
Per class
Confusion matrix
F measure
0.9466
Per class
Kappa
0.8685
KB relative information score
934335.7932
Mean absolute error
0.0239
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.946
Per class
Predictive accuracy
0.9479
Prior entropy
2.585
Recall
0.9479
Per class
Relative absolute error
0.0862
Root mean prior squared error
0.3727
Root mean squared error
0.1177
Root relative squared error
0.3159