Run
1835849

Run 1835849

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
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
0.9518
Per class
Confusion matrix
F measure
0.9132
Per class
Kappa
0.9037
KB relative information score
909327.5968
Mean absolute error
0.0173
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9132
Per class
Predictive accuracy
0.9133
Prior entropy
3.3219
Recall
0.9133
Per class
Relative absolute error
0.0963
Root mean prior squared error
0.3
Root mean squared error
0.1317
Root relative squared error
0.439