Run
524594

Run 524594

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.7526
Per class
Confusion matrix
F measure
0.8675
Per class
Kappa
0.1458
KB relative information score
250586.82
Mean absolute error
0.0635
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8648
Per class
Predictive accuracy
0.9038
Prior entropy
2.3219
Recall
0.9038
Per class
Relative absolute error
0.1985
Root mean prior squared error
0.4
Root mean squared error
0.184
Root relative squared error
0.4599