Run
543653

Run 543653

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 26-03-2016 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)_k6
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
0.8102
Per class
Confusion matrix
F measure
0.4538
Per class
Kappa
0.4283
KB relative information score
476893.7225
Mean absolute error
0.0545
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5069
Per class
Predictive accuracy
0.4504
Prior entropy
4.7004
Recall
0.4504
Per class
Relative absolute error
0.7364
Root mean prior squared error
0.1923
Root mean squared error
0.1697
Root relative squared error
0.8826