Run
524595

Run 524595

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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
0.964
Per class
Confusion matrix
F measure
0.9032
Per class
Kappa
0.8193
KB relative information score
857326.5318
Mean absolute error
0.0681
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9035
Per class
Predictive accuracy
0.9036
Prior entropy
2
Recall
0.9036
Per class
Relative absolute error
0.1815
Root mean prior squared error
0.433
Root mean squared error
0.193
Root relative squared error
0.4458