Run
543503

Run 543503

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 25-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k4
moa.BlastDecayed(1)_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
0.8946
Per class
Confusion matrix
F measure
0.6497
Per class
Kappa
0.5483
KB relative information score
565604.3462
Mean absolute error
0.1768
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7005
Per class
Predictive accuracy
0.66
Prior entropy
2.3219
Recall
0.66
Per class
Relative absolute error
0.5525
Root mean prior squared error
0.4
Root mean squared error
0.3007
Root relative squared error
0.7518