Run
543621

Run 543621

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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)_k6
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
0.9962
Per class
Confusion matrix
F measure
0.9648
Per class
Kappa
0.9294
KB relative information score
889113.735
Mean absolute error
0.0613
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9663
Per class
Predictive accuracy
0.9648
Prior entropy
1
Recall
0.9648
Per class
Relative absolute error
0.1226
Root mean prior squared error
0.5
Root mean squared error
0.1555
Root relative squared error
0.311