Run
1833463

Run 1833463

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 20-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.7973
Per class
Confusion matrix
F measure
0.7988
Per class
Kappa
0.5957
KB relative information score
598110
Mean absolute error
0.2009
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7989
Per class
Predictive accuracy
0.7991
Prior entropy
1
Recall
0.7991
Per class
Relative absolute error
0.4019
Root mean prior squared error
0.5
Root mean squared error
0.4483
Root relative squared error
0.8965