Run
543607

Run 543607

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9807
Per class
Confusion matrix
F measure
0.9283
Per class
Kappa
0.9079
KB relative information score
882778.5907
Mean absolute error
0.0433
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9285
Per class
Predictive accuracy
0.9297
Prior entropy
2.8074
Recall
0.9297
Per class
Relative absolute error
0.1769
Root mean prior squared error
0.3499
Root mean squared error
0.1367
Root relative squared error
0.3906