Run
1834959

Run 1834959

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.9361
Per class
Confusion matrix
F measure
0.9366
Per class
Kappa
0.8667
KB relative information score
114390
Mean absolute error
0.0636
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9371
Per class
Predictive accuracy
0.9364
Prior entropy
1
Recall
0.9364
Per class
Relative absolute error
0.1273
Root mean prior squared error
0.5
Root mean squared error
0.2523
Root relative squared error
0.5045