Run
1836682

Run 1836682

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 27-10-2016 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)_k2
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
0.9512
Per class
Confusion matrix
F measure
0.8484
Per class
Kappa
0.8052
KB relative information score
851247.7809
Mean absolute error
0.0601
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8575
Per class
Predictive accuracy
0.849
Prior entropy
2.3219
Recall
0.849
Per class
Relative absolute error
0.1878
Root mean prior squared error
0.4
Root mean squared error
0.202
Root relative squared error
0.505