Run
543960

Run 543960

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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)_k6
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
0.9819
Per class
Confusion matrix
F measure
0.9316
Per class
Kappa
0.9116
KB relative information score
872624.7544
Mean absolute error
0.0479
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9315
Per class
Predictive accuracy
0.9324
Prior entropy
2.8074
Recall
0.9324
Per class
Relative absolute error
0.1956
Root mean prior squared error
0.3499
Root mean squared error
0.1366
Root relative squared error
0.3905