Run
1836896

Run 1836896

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)_k5
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
0.9498
Per class
Confusion matrix
F measure
0.8049
Per class
Kappa
0.7844
KB relative information score
780903.0462
Mean absolute error
0.058
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8085
Per class
Predictive accuracy
0.806
Prior entropy
3.3219
Recall
0.806
Per class
Relative absolute error
0.3224
Root mean prior squared error
0.3
Root mean squared error
0.1725
Root relative squared error
0.575