Run
570667

Run 570667

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9803
Per class
Confusion matrix
F measure
0.9805
Per class
Kappa
0.9609
KB relative information score
960940
Mean absolute error
0.0195
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9805
Per class
Predictive accuracy
0.9805
Prior entropy
1
Recall
0.9805
Per class
Relative absolute error
0.0391
Root mean prior squared error
0.5
Root mean squared error
0.1398
Root relative squared error
0.2795