Run
544070

Run 544070

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)_k4
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
0.9805
Per class
Confusion matrix
F measure
0.9322
Per class
Kappa
0.9109
KB relative information score
924490.7386
Mean absolute error
0.0246
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9332
Per class
Predictive accuracy
0.9317
Prior entropy
2.8074
Recall
0.9317
Per class
Relative absolute error
0.1004
Root mean prior squared error
0.3499
Root mean squared error
0.1247
Root relative squared error
0.3564