Run
1835107

Run 1835107

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
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
0.9622
Per class
Confusion matrix
F measure
0.9646
Per class
Kappa
0.9252
KB relative information score
121786
Mean absolute error
0.0354
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9646
Per class
Predictive accuracy
0.9646
Prior entropy
1
Recall
0.9646
Per class
Relative absolute error
0.0708
Root mean prior squared error
0.5
Root mean squared error
0.1882
Root relative squared error
0.3764