Run
543513

Run 543513

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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)_k4
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
0.9636
Per class
Confusion matrix
F measure
0.9397
Per class
Kappa
0.8676
KB relative information score
852498.985
Mean absolute error
0.0758
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9397
Per class
Predictive accuracy
0.9398
Prior entropy
1
Recall
0.9398
Per class
Relative absolute error
0.1516
Root mean prior squared error
0.5
Root mean squared error
0.2215
Root relative squared error
0.443