Run
543909

Run 543909

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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)_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
0.8165
Per class
Confusion matrix
F measure
0.4944
Per class
Kappa
0.4801
KB relative information score
532941.62
Mean absolute error
0.0466
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5
Per class
Predictive accuracy
0.5002
Prior entropy
4.7004
Recall
0.5002
Per class
Relative absolute error
0.6307
Root mean prior squared error
0.1923
Root mean squared error
0.1655
Root relative squared error
0.8608