Run
1835728

Run 1835728

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)_a0.9
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
0.9382
Per class
Confusion matrix
F measure
0.8883
Per class
Kappa
0.8777
KB relative information score
886204.1023
Mean absolute error
0.0118
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8936
Per class
Predictive accuracy
0.8883
Prior entropy
4.2479
Recall
0.8883
Per class
Relative absolute error
0.118
Root mean prior squared error
0.2233
Root mean squared error
0.1085
Root relative squared error
0.4857