Run
543632

Run 543632

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 26-03-2016 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)_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
0.9707
Per class
Confusion matrix
F measure
0.9058
Per class
Kappa
0.897
KB relative information score
898087.3883
Mean absolute error
0.0166
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9123
Per class
Predictive accuracy
0.9059
Prior entropy
4.2479
Recall
0.9059
Per class
Relative absolute error
0.1661
Root mean prior squared error
0.2233
Root mean squared error
0.0943
Root relative squared error
0.4223