Run
571841

Run 571841

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 05-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.9364
Per class
Confusion matrix
F measure
0.9172
Per class
Kappa
0.8743
KB relative information score
886621.8166
Mean absolute error
0.0552
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9172
Per class
Predictive accuracy
0.9172
Prior entropy
1.585
Recall
0.9172
Per class
Relative absolute error
0.1242
Root mean prior squared error
0.4714
Root mean squared error
0.235
Root relative squared error
0.4984