Run
1836860

Run 1836860

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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)_k5
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
0.9482
Per class
Confusion matrix
F measure
0.8083
Per class
Kappa
0.7533
KB relative information score
711506.3772
Mean absolute error
0.1202
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.814
Per class
Predictive accuracy
0.8109
Prior entropy
2.3219
Recall
0.8109
Per class
Relative absolute error
0.3756
Root mean prior squared error
0.4
Root mean squared error
0.2404
Root relative squared error
0.601