Run
1834669

Run 1834669

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 24-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9695
Per class
Confusion matrix
F measure
0.9335
Per class
Kappa
0.8671
KB relative information score
817270.2122
Mean absolute error
0.0939
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9336
Per class
Predictive accuracy
0.9335
Prior entropy
1
Recall
0.9335
Per class
Relative absolute error
0.1878
Root mean prior squared error
0.5
Root mean squared error
0.24
Root relative squared error
0.4801