Run
572138

Run 572138

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 06-05-2016 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)_g10
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
0.9479
Per class
Confusion matrix
F measure
0.932
Per class
Kappa
0.8967
KB relative information score
906864.8893
Mean absolute error
0.0454
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.932
Per class
Predictive accuracy
0.932
Prior entropy
1.585
Recall
0.932
Per class
Relative absolute error
0.102
Root mean prior squared error
0.4714
Root mean squared error
0.213
Root relative squared error
0.4518