![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/663005/image.png)
how can i plot R2(regression line) between target and prediction
15 views (last 30 days)
Show older comments
Please explain how can i plot R2 as regression line between target and prediction in matlab
Can some one please share the code ?
i am attaching a sample graph.![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/659300/image.png)
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/659300/image.png)
0 Comments
Answers (2)
Divija Aleti
on 24 Jun 2021
Hi,
Firstly, as R2 is a scalar, it cannot be plotted.
To plot the regression line, follow the example shown in the link below:
However, to get a similar output as shown in the above graph, you will have to make changes in the example. Refer to the sample code given below which is an extension of the example given in the link.
[x,t] = simplefit_dataset;
net = feedforwardnet(10);
net = train(net,x,t);
y = net(x);
plotregression(y,t,'Regression') % Reversed the order of t and y, as we want Target on the y-axis and Prediction on the x-axis
% Customization of title, x-label and y-label
a=gca;
title(a,'Test Data, R^2=0.9893')
xlabel(a,'Prediction')
ylabel(a,'Target')
Output:
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/663005/image.png)
For calculating the value of R-squared(R2), which is given as the title of the graph, have a look at the following links:
Hope this helps!
Regards,
Divija
0 Comments
pathakunta
on 26 Jan 2024
Firstly, as R2 is a scalar, it cannot be plotted. To plot the regression line, follow the example shown in the link below: plotregression However, to get a similar output as shown in the above graph, you will have to make changes in the example. Refer to the sample code given below which is an extension of the example given in the link. [x,t] = simplefit_dataset; net = feedforwardnet(10); net = train(net,x,t); y = net(x); plotregression(y,t,'Regression') % Reversed the order of t and y, as we want Target on the y-axis and Prediction on the x-axis % Customization of title, x-label and y-label a=gca; title(a,'Test Data, R^2=0.9893') xlabel(a,'Prediction') ylabel(a,'Target') Output:
For calculating the value of R-squared(R2), which is given as the title of the graph, have a look at the following links: Linear Regression Coefficient of Determination (R-Squared) Hope this helps!
0 Comments
See Also
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!