fitcensemble optimize hyperparameters without showing plots

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Inna Pelloso
Inna Pelloso 2022-4-27
评论： Inna Pelloso 2023-8-23
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

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Walter Roberson
Walter Roberson 2022-4-27
fitcensemble(X,Y,'OptimizeHyperparameters','auto', 'HyperparameterOptimizationOptions', struct('ShowPlots',0))
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michael dupin
michael dupin 2023-8-23
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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