Run
1836835

Run 1836835

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)_k4
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
0.9474
Per class
Confusion matrix
F measure
0.8087
Per class
Kappa
0.7881
KB relative information score
809436.166
Mean absolute error
0.0484
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8115
Per class
Predictive accuracy
0.8094
Prior entropy
3.3219
Recall
0.8094
Per class
Relative absolute error
0.2686
Root mean prior squared error
0.3
Root mean squared error
0.1685
Root relative squared error
0.5617