Run
544170

Run 544170

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_k2
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
0.9528
Per class
Confusion matrix
F measure
0.9429
Per class
Kappa
0.8748
KB relative information score
864819.3719
Mean absolute error
0.0676
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9429
Per class
Predictive accuracy
0.9431
Prior entropy
1
Recall
0.9431
Per class
Relative absolute error
0.1353
Root mean prior squared error
0.5
Root mean squared error
0.2268
Root relative squared error
0.4537