Run
1836844

Run 1836844

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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)_k5
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
0.9962
Per class
Confusion matrix
F measure
0.9736
Per class
Kappa
0.9471
KB relative information score
910015.7203
Mean absolute error
0.0485
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.974
Per class
Predictive accuracy
0.9736
Prior entropy
1
Recall
0.9736
Per class
Relative absolute error
0.097
Root mean prior squared error
0.5
Root mean squared error
0.1467
Root relative squared error
0.2934