Run
544126

Run 544126

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 30-03-2016 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)_k3
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
0.9757
Per class
Confusion matrix
F measure
0.9318
Per class
Kappa
0.9101
KB relative information score
929079.4569
Mean absolute error
0.0217
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9331
Per class
Predictive accuracy
0.931
Prior entropy
2.8074
Recall
0.931
Per class
Relative absolute error
0.0887
Root mean prior squared error
0.3499
Root mean squared error
0.1272
Root relative squared error
0.3634