Run
524480

Run 524480

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.9471
Per class
Confusion matrix
F measure
0.9128
Per class
Kappa
0.7301
KB relative information score
768526.4406
Mean absolute error
0.124
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9123
Per class
Predictive accuracy
0.9147
Prior entropy
1
Recall
0.9147
Per class
Relative absolute error
0.248
Root mean prior squared error
0.5
Root mean squared error
0.2563
Root relative squared error
0.5126