Run
1836923

Run 1836923

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)_k6
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
0.9434
Per class
Confusion matrix
F measure
0.7888
Per class
Kappa
0.7301
KB relative information score
681404.8027
Mean absolute error
0.1338
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8003
Per class
Predictive accuracy
0.7938
Prior entropy
2.3219
Recall
0.7938
Per class
Relative absolute error
0.4182
Root mean prior squared error
0.4
Root mean squared error
0.2526
Root relative squared error
0.6316