Run
1835578

Run 1835578

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 26-10-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
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
0.9602
Per class
Confusion matrix
F measure
0.9296
Per class
Kappa
0.9082
KB relative information score
924167.6836
Mean absolute error
0.0201
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9298
Per class
Predictive accuracy
0.9297
Prior entropy
2.8074
Recall
0.9297
Per class
Relative absolute error
0.082
Root mean prior squared error
0.3499
Root mean squared error
0.1417
Root relative squared error
0.4049