Get fitting statistics from "solve"
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Question
1) How do I get the graphs to update nicely during the fitting precces.
2) How do I get statistics from the fitting precess?
Hello, I wrote a fitting script using the example here https://www.mathworks.com/help/optim/ug/fit-ode-problem-based-least-squares.html which was very helpful. The code is working fine, I just want to make it flashier, and report some statistics from the fit. Any advice would be appreciated.
I want to see each iteration of the fit, so I put plot commands in my function call RtoODE. However each time it plots, the first trace has lower y values than the next trace, meaning the y axis rescales each time. It's hard to see how the fit is changing when the y axis is constantly rescaling. Is there a better way to do this? Perhaps an option when calling "solve" that will show the iterations automatically?
I would also like to see the goodness of fit, such as the r^2. If I could get a plot of the goodness of fit for each iteration, showing the fit getting better and better, that would be wonderful. Is there a good way to do this?
I'm using MATLAB 2019a.
Thank you in advance!
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回答 (3 件)
Jerome Blair
2020 年 3 月 28 日
編集済み: Walter Roberson
2020 年 4 月 11 日
You do all the plots once as follows:
p1 = plot(x1,y1,color1);
hold on
p2 = plot(x2,y2,color2);
etc.
Now set the y limits so they don't change:
ylim([ymin ymax])
Use values that will work for you.
Next is the code that changes all of the y arrays
Instead of plotting again you do
p1.YData = y1;
p2.YData = y2;
etc.
These changes to the YData field cause the plot to instantly change.
This sort of thing is covered in Chapter 17 of the MATLAB Graphics manual.
Jerome Blair
2020 年 4 月 11 日
p1 can only reference 1 line. Additional lines must use p2, p3, etc., as in the example I sent. The different hanles, p1, p2, p3, etc., eg., can have any names you wish.
Jerome Blair
2020 年 4 月 11 日
Of course p1 will not be able to access them. You have to acces them with p2 or p3--the handle that was used when theeh line was created--as in teh example I orginally sent.
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