Run
1835082

Run 1835082

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)_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
0.9584
Per class
Confusion matrix
F measure
0.9266
Per class
Kappa
0.9046
KB relative information score
921171.775
Mean absolute error
0.0209
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9266
Per class
Predictive accuracy
0.927
Prior entropy
2.8074
Recall
0.927
Per class
Relative absolute error
0.0852
Root mean prior squared error
0.3499
Root mean squared error
0.1445
Root relative squared error
0.4128