Run
571480

Run 571480

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
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
0.9431
Per class
Confusion matrix
F measure
0.9257
Per class
Kappa
0.8872
KB relative information score
898316.4147
Mean absolute error
0.0495
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9257
Per class
Predictive accuracy
0.9257
Prior entropy
1.585
Recall
0.9257
Per class
Relative absolute error
0.1114
Root mean prior squared error
0.4714
Root mean squared error
0.2225
Root relative squared error
0.472