Run
1836858

Run 1836858

Task 198 (Supervised Data Stream Classification) RandomRBF_50_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
0.8958
Per class
Confusion matrix
F measure
0.6403
Per class
Kappa
0.5365
KB relative information score
536879.4196
Mean absolute error
0.1853
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6947
Per class
Predictive accuracy
0.6522
Prior entropy
2.3219
Recall
0.6522
Per class
Relative absolute error
0.5792
Root mean prior squared error
0.4
Root mean squared error
0.3054
Root relative squared error
0.7636