Run
1837947

Run 1837947

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 29-10-2016 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)_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
0.9559
Per class
Confusion matrix
F measure
0.8292
Per class
Kappa
0.7789
KB relative information score
719758.8076
Mean absolute error
0.1203
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8347
Per class
Predictive accuracy
0.8306
Prior entropy
2.3219
Recall
0.8306
Per class
Relative absolute error
0.3759
Root mean prior squared error
0.4
Root mean squared error
0.2332
Root relative squared error
0.583