Run
1836790

Run 1836790

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)_k4
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
0.969
Per class
Confusion matrix
F measure
0.9056
Per class
Kappa
0.897
KB relative information score
908923.2819
Mean absolute error
0.0136
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9112
Per class
Predictive accuracy
0.906
Prior entropy
4.2479
Recall
0.906
Per class
Relative absolute error
0.1363
Root mean prior squared error
0.2233
Root mean squared error
0.0915
Root relative squared error
0.4097