Run
1835087

Run 1835087

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.79
Per class
Confusion matrix
F measure
0.7913
Per class
Kappa
0.5806
KB relative information score
582808
Mean absolute error
0.2086
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7913
Per class
Predictive accuracy
0.7914
Prior entropy
1
Recall
0.7914
Per class
Relative absolute error
0.4172
Root mean prior squared error
0.5
Root mean squared error
0.4567
Root relative squared error
0.9134