Run
1836820

Run 1836820

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9816
Per class
Confusion matrix
F measure
0.9323
Per class
Kappa
0.9128
KB relative information score
926071.7445
Mean absolute error
0.0243
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9325
Per class
Predictive accuracy
0.9334
Prior entropy
2.8074
Recall
0.9334
Per class
Relative absolute error
0.0993
Root mean prior squared error
0.3499
Root mean squared error
0.1226
Root relative squared error
0.3503