Run
1835740

Run 1835740

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_pfalse

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
0.914
Per class
Confusion matrix
F measure
0.8665
Per class
Kappa
0.8277
KB relative information score
848388.0288
Mean absolute error
0.0533
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8667
Per class
Predictive accuracy
0.8668
Prior entropy
2.3219
Recall
0.8668
Per class
Relative absolute error
0.1664
Root mean prior squared error
0.4
Root mean squared error
0.2308
Root relative squared error
0.577