Run
1835773

Run 1835773

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8889
Per class
Confusion matrix
F measure
0.799
Per class
Kappa
0.7778
KB relative information score
790909.1558
Mean absolute error
0.04
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7996
Per class
Predictive accuracy
0.8001
Prior entropy
3.3219
Recall
0.8001
Per class
Relative absolute error
0.2222
Root mean prior squared error
0.3
Root mean squared error
0.2
Root relative squared error
0.6666