Run
544256

Run 544256

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 31-03-2016 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)_k5
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
0.9725
Per class
Confusion matrix
F measure
0.8366
Per class
Kappa
0.6177
KB relative information score
671298.8127
Mean absolute error
0.1701
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.872
Per class
Predictive accuracy
0.8501
Prior entropy
1
Recall
0.8501
Per class
Relative absolute error
0.3401
Root mean prior squared error
0.5
Root mean squared error
0.2975
Root relative squared error
0.5949