Run
1836749

Run 1836749

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_k3
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
0.9593
Per class
Confusion matrix
F measure
0.8662
Per class
Kappa
0.8265
KB relative information score
821640.5895
Mean absolute error
0.075
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8689
Per class
Predictive accuracy
0.8662
Prior entropy
2.3219
Recall
0.8662
Per class
Relative absolute error
0.2343
Root mean prior squared error
0.4
Root mean squared error
0.204
Root relative squared error
0.51