Run regressions and output the result as a report using "Report Generator"

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alpedhuez on 17 Jan 2021
Edited: alpedhuez on 23 Jan 2021
I run regressions such as
fitlm(T.population, T.sales)
I want to output a report that explains
  • these regression equations and comments
  • output of fitlm
I looked at "Matlab Report Generator" but I do not see an example that helps me get started. Thank you.

Accepted Answer

Raynier Suresh
Raynier Suresh on 21 Jan 2021
Edited: Raynier Suresh on 21 Jan 2021
I have written a simple code which will generate a report similar to what you expect. You can customize it based on your needs
import mlreportgen.dom.*
R = Report('Sample','pdf'); % Create a pdf report with name 'Sample'
add(R,'MATLAB REPORT FOR LINEAR MODEL') % Add a heading to the report
X = [0 0;0 1;1 0;1 1]; % Data Martix X
Y = [0;1;2;3]; % Responses Y
mdl = fitlm(X,Y) % fit linear regression model
add(R,' ')
add(R,strcat('Linear Regression Model : ',mdl.Formula.LinearPredictor)) % add the formula of model to report
add(R,' ')
add(R,'Estimated Coefficients: ')
add(R,' ')
Tab = Table(mdl.Coefficients) % add the estimated Coefficients
You can refer the documentation page for more information :
  1 Comment
alpedhuez on 23 Jan 2021
Let me work on it. It will be just simpler if you create an option of disabling auto-scrolling in Livescript

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