Run
1835697

Run 1835697

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 27-10-2016 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
0.9489
Per class
Confusion matrix
F measure
0.9332
Per class
Kappa
0.8986
KB relative information score
908547.4766
Mean absolute error
0.0445
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9332
Per class
Predictive accuracy
0.9332
Prior entropy
1.585
Recall
0.9332
Per class
Relative absolute error
0.1002
Root mean prior squared error
0.4714
Root mean squared error
0.211
Root relative squared error
0.4477