Run
570733

Run 570733

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9197
Per class
Confusion matrix
F measure
0.8624
Per class
Kappa
0.8395
KB relative information score
851484.5246
Mean absolute error
0.0393
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8634
Per class
Predictive accuracy
0.8624
Prior entropy
2.8074
Recall
0.8624
Per class
Relative absolute error
0.1606
Root mean prior squared error
0.3499
Root mean squared error
0.1983
Root relative squared error
0.5667