Run
1837698

Run 1837698

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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)_k2
moa.BlastDecayed(9)_ptrue

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
0.9051
Per class
Confusion matrix
F measure
0.8398
Per class
Kappa
0.7933
KB relative information score
722619.9393
Mean absolute error
0.1182
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8415
Per class
Predictive accuracy
0.8403
Prior entropy
2.3219
Recall
0.8403
Per class
Relative absolute error
0.3695
Root mean prior squared error
0.4
Root mean squared error
0.2653
Root relative squared error
0.6634