Run
1835850

Run 1835850

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9999
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
0.9459
Per class
Confusion matrix
F measure
0.9023
Per class
Kappa
0.8927
KB relative information score
900040.5934
Mean absolute error
0.0103
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9098
Per class
Predictive accuracy
0.9018
Prior entropy
4.2479
Recall
0.9018
Per class
Relative absolute error
0.1036
Root mean prior squared error
0.2233
Root mean squared error
0.1016
Root relative squared error
0.4552