Run
524502

Run 524502

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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
0.9757
Per class
Confusion matrix
F measure
0.8894
Per class
Kappa
0.8574
KB relative information score
859692.1652
Mean absolute error
0.0552
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.89
Per class
Predictive accuracy
0.8896
Prior entropy
2.3219
Recall
0.8896
Per class
Relative absolute error
0.1726
Root mean prior squared error
0.4
Root mean squared error
0.1788
Root relative squared error
0.4469