Run
571214

Run 571214

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.9592
Per class
Confusion matrix
F measure
0.9278
Per class
Kappa
0.9049
KB relative information score
921289.4097
Mean absolute error
0.0208
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9289
Per class
Predictive accuracy
0.9271
Prior entropy
2.8074
Recall
0.9271
Per class
Relative absolute error
0.0851
Root mean prior squared error
0.3499
Root mean squared error
0.1444
Root relative squared error
0.4125