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fitcensemble optimize hyperparameters without showing plots

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Hi,
I am fitting an ensemble of learners for classification, and optimizing the hyperparamers (using the 'auto' selection):
fitcensemble(X,Y,'OptimizeHyperparameters','auto')
This works correctly. How can I run the same command, while suppressing all the optimization plots? I am trying the following, but without success
fitcensemble(X,Y,'OptimizeHyperparameters','auto', struct('ShowPlots',0))
Any help would be apprecaited! Thank you,
IP

Accepted Answer

Walter Roberson
Walter Roberson on 27 Apr 2022
fitcensemble(X,Y,'OptimizeHyperparameters','auto', 'HyperparameterOptimizationOptions', struct('ShowPlots',0))
  3 Comments
michael dupin
michael dupin on 23 Aug 2023
Thank you indeed!
Just putting it out there: if you already have a struct in your command, just add the pair ShowPlots and 0 within it and it works like a charm!
Mdl_0 = fitcensemble(train_input,train_outcomedata, 'OptimizeHyperparameters','auto', 'Learners',t,'HyperparameterOptimizationOptions', struct('AcquisitionFunctionName', 'expected-improvement-plus','ShowPlots',0));

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