Run
543346

Run 543346

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 24-03-2016 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)_k2
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
0.9149
Per class
Confusion matrix
F measure
0.6891
Per class
Kappa
0.5998
KB relative information score
721735.3365
Mean absolute error
0.1192
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7492
Per class
Predictive accuracy
0.6925
Prior entropy
2.3219
Recall
0.6925
Per class
Relative absolute error
0.3724
Root mean prior squared error
0.4
Root mean squared error
0.2665
Root relative squared error
0.6662