Run
543741

Run 543741

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 27-03-2016 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)_k7
moa.BlastDecayed(1)_ptrue

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
0.9969
Per class
Confusion matrix
F measure
0.9691
Per class
Kappa
0.938
KB relative information score
846234.8528
Mean absolute error
0.0885
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.97
Per class
Predictive accuracy
0.9691
Prior entropy
1
Recall
0.9691
Per class
Relative absolute error
0.1771
Root mean prior squared error
0.5
Root mean squared error
0.1677
Root relative squared error
0.3354