Run
1834992

Run 1834992

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.8198
Per class
Confusion matrix
F measure
0.6718
Per class
Kappa
0.6395
KB relative information score
659282.0447
Mean absolute error
0.0596
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6716
Per class
Predictive accuracy
0.6723
Prior entropy
3.4594
Recall
0.6723
Per class
Relative absolute error
0.3605
Root mean prior squared error
0.2875
Root mean squared error
0.2441
Root relative squared error
0.8491