Run
1836966

Run 1836966

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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)_k6
moa.BlastDecayed(9)_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
0.9503
Per class
Confusion matrix
F measure
0.8023
Per class
Kappa
0.7792
KB relative information score
730968.2794
Mean absolute error
0.0757
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8106
Per class
Predictive accuracy
0.8014
Prior entropy
3.3219
Recall
0.8014
Per class
Relative absolute error
0.4204
Root mean prior squared error
0.3
Root mean squared error
0.1811
Root relative squared error
0.6037