Run
1837758

Run 1837758

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)_k3
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
0.944
Per class
Confusion matrix
F measure
0.8184
Per class
Kappa
0.764
KB relative information score
729718.9061
Mean absolute error
0.1197
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8227
Per class
Predictive accuracy
0.819
Prior entropy
2.3219
Recall
0.819
Per class
Relative absolute error
0.374
Root mean prior squared error
0.4
Root mean squared error
0.2402
Root relative squared error
0.6004