Run
1835705

Run 1835705

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)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_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
0.901
Per class
Confusion matrix
F measure
0.8213
Per class
Kappa
0.8021
KB relative information score
813733.8588
Mean absolute error
0.0356
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8215
Per class
Predictive accuracy
0.8219
Prior entropy
3.3219
Recall
0.8219
Per class
Relative absolute error
0.1979
Root mean prior squared error
0.3
Root mean squared error
0.1887
Root relative squared error
0.6291