fitcensemble optimize hyperparameters without showing plots

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

Answer 1

[Walter Roberson]

fitcensemble(X,Y,'OptimizeHyperparameters','auto', 'HyperparameterOptimizationOptions', struct('ShowPlots',0))

[Inna Pelloso]

Thank you!

[michael dupin]

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));

[Inna Pelloso]

Thank you! Appreciate your insight!