Run
1837702

Run 1837702

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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)_k2
moa.BlastDecayed(9)_ptrue

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
0.9592
Per class
Confusion matrix
F measure
0.9016
Per class
Kappa
0.892
KB relative information score
912065.5306
Mean absolute error
0.0107
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9083
Per class
Predictive accuracy
0.9013
Prior entropy
4.2479
Recall
0.9013
Per class
Relative absolute error
0.1073
Root mean prior squared error
0.2233
Root mean squared error
0.0939
Root relative squared error
0.4204