Run
544085

Run 544085

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 30-03-2016 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)_k3
moa.BlastDecayed(1)_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
0.979
Per class
Confusion matrix
F measure
0.9269
Per class
Kappa
0.9188
KB relative information score
928216.087
Mean absolute error
0.018
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.927
Per class
Predictive accuracy
0.9269
Prior entropy
3.3219
Recall
0.9269
Per class
Relative absolute error
0.0997
Root mean prior squared error
0.3
Root mean squared error
0.1082
Root relative squared error
0.3607