Run
572241

Run 572241

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 07-05-2016 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
0.948
Per class
Confusion matrix
F measure
0.9321
Per class
Kappa
0.8969
KB relative information score
907031.9158
Mean absolute error
0.0453
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9321
Per class
Predictive accuracy
0.9321
Prior entropy
1.585
Recall
0.9321
Per class
Relative absolute error
0.1019
Root mean prior squared error
0.4714
Root mean squared error
0.2128
Root relative squared error
0.4514