Run
543868

Run 543868

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k5
moa.BlastDecayed(1)_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
0.9711
Per class
Confusion matrix
F measure
0.9082
Per class
Kappa
0.8994
KB relative information score
900700.6488
Mean absolute error
0.016
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9147
Per class
Predictive accuracy
0.9081
Prior entropy
4.2479
Recall
0.9081
Per class
Relative absolute error
0.1603
Root mean prior squared error
0.2233
Root mean squared error
0.093
Root relative squared error
0.4163