Run
1835642

Run 1835642

Task 2166 (Supervised Data Stream Classification) BNG(vowel) 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)_g1000
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
0.8387
Per class
Confusion matrix
F measure
0.7064
Per class
Kappa
0.6775
KB relative information score
695156.4503
Mean absolute error
0.0533
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7061
Per class
Predictive accuracy
0.7068
Prior entropy
3.4594
Recall
0.7068
Per class
Relative absolute error
0.3225
Root mean prior squared error
0.2875
Root mean squared error
0.2309
Root relative squared error
0.8031