Run
1835810

Run 1835810

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
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
0.928
Per class
Confusion matrix
F measure
0.8879
Per class
Kappa
0.8555
KB relative information score
872658.2871
Mean absolute error
0.0447
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8885
Per class
Predictive accuracy
0.8882
Prior entropy
2.3219
Recall
0.8882
Per class
Relative absolute error
0.1398
Root mean prior squared error
0.4
Root mean squared error
0.2115
Root relative squared error
0.5288