Run
544056

Run 544056

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 29-03-2016 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)_k4
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
0.9967
Per class
Confusion matrix
F measure
0.9843
Per class
Kappa
0.9685
KB relative information score
926227.1153
Mean absolute error
0.0396
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9843
Per class
Predictive accuracy
0.9843
Prior entropy
1
Recall
0.9843
Per class
Relative absolute error
0.0792
Root mean prior squared error
0.5
Root mean squared error
0.1345
Root relative squared error
0.2689