Run
544151

Run 544151

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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)_k4
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
0.9488
Per class
Confusion matrix
F measure
0.8166
Per class
Kappa
0.7971
KB relative information score
812215.879
Mean absolute error
0.0476
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8181
Per class
Predictive accuracy
0.8174
Prior entropy
3.3219
Recall
0.8174
Per class
Relative absolute error
0.2642
Root mean prior squared error
0.3
Root mean squared error
0.1672
Root relative squared error
0.5573