Run
543569

Run 543569

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9485
Per class
Confusion matrix
F measure
0.8546
Per class
Kappa
0.8294
KB relative information score
831590.3928
Mean absolute error
0.0535
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8585
Per class
Predictive accuracy
0.8538
Prior entropy
2.8074
Recall
0.8538
Per class
Relative absolute error
0.2186
Root mean prior squared error
0.3499
Root mean squared error
0.185
Root relative squared error
0.5286