Run
1837017

Run 1837017

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) 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
0.9843
Per class
Confusion matrix
F measure
0.9256
Per class
Kappa
0.9175
KB relative information score
856516.9004
Mean absolute error
0.0461
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9261
Per class
Predictive accuracy
0.9257
Prior entropy
3.3219
Recall
0.9257
Per class
Relative absolute error
0.256
Root mean prior squared error
0.3
Root mean squared error
0.127
Root relative squared error
0.4232