In order to integrate a pre trained regression model in MATLAB App Designer, consider looking at the following MATLAB Answers:
They suggest that you can integrate a regression model in MATLAB App Designer by the following step and code snippets:
- Defining a property for the 'model' in App Designer
properties (Access = private)
model;
end
- Loading the model using 'load' function to the 'model' property in a startupFcn of the App.
function startupFcn(app)
app.model = load('model.mat')
end
- The 'predictFcn' function of the model can be called in the callback of a Push Button
function ButtonPushed(app, event)
app.model.predictFcn(app.data) % I have added app.data just as an example.
end
The following MathWorks documentations can be referred to know more:
'startupFcn callback': https://www.mathworks.com/help/matlab/creating_guis/app-designer-startup-function.html
'predictFcn': https://www.mathworks.com/help/stats/export-classification-model-for-use-with-new-data.html
Thanks.
