Run
1837028

Run 1837028

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
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
0.9369
Per class
Confusion matrix
F measure
0.7537
Per class
Kappa
0.6902
KB relative information score
607383.485
Mean absolute error
0.1653
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7776
Per class
Predictive accuracy
0.763
Prior entropy
2.3219
Recall
0.763
Per class
Relative absolute error
0.5166
Root mean prior squared error
0.4
Root mean squared error
0.2704
Root relative squared error
0.6759