Run
543594

Run 543594

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 25-03-2016 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)_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
0.8121
Per class
Confusion matrix
F measure
0.4587
Per class
Kappa
0.4432
KB relative information score
505620.2444
Mean absolute error
0.0507
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4877
Per class
Predictive accuracy
0.4647
Prior entropy
4.7004
Recall
0.4647
Per class
Relative absolute error
0.6853
Root mean prior squared error
0.1923
Root mean squared error
0.1683
Root relative squared error
0.8753