Run
524479

Run 524479

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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
0.974
Per class
Confusion matrix
F measure
0.8831
Per class
Kappa
0.8492
KB relative information score
850707.6093
Mean absolute error
0.0591
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8837
Per class
Predictive accuracy
0.8834
Prior entropy
2.3219
Recall
0.8834
Per class
Relative absolute error
0.1848
Root mean prior squared error
0.4
Root mean squared error
0.184
Root relative squared error
0.46