Function for visualisation of raw data -Ovarian cancer

45 vues (au cours des 30 derniers jours)
Cutie
Cutie le 29 Avr 2023
Commenté : Walter Roberson le 30 Avr 2023
I want to a 'plot' function to effectively visualise the ovarian cancer data inbuilt in MATLAB.
load ("OvanrianCancer.mat")
Error using load
Unable to find file or directory 'OvanrianCancer.mat'.
The variable X (a 4000 by 216 matrix containing 4000 gene expression from 216 patients with and without ovarian cancer) is what I want to visualisation in its raw form to get an insight of its patterns. I intend to use a modal decomposition algorithm to analyse and re-construct it.
I have tried different 'plot' function but the results are awlful. I guess it's me not using the right 'syntax' or commands.
  5 commentaires
Walter Roberson
Walter Roberson le 30 Avr 2023
Cutie
Cutie le 30 Avr 2023
@Walter Roberson surf(obs) didn't give anything meaniful
@Image Analyst I have attached the data

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Image Analyst
Image Analyst le 30 Avr 2023
Try this:
load('OvarianCancer.mat')
plot(X, '-');
grid on;
Do you want to make a model of it? Do you have any ground truth for the data?
  2 commentaires
Cutie
Cutie le 30 Avr 2023
i did this plot function before but the confusion is that the visuals are too small to make insights from. I use semilogy.
I am analysing the data using a modal decomposition algorithm. My model is to be able create a reconstructed replica of the original data (with its patterns/structures).
Maybe, some 'manipulation' ideas to perfect the plot functions can help. e.g setting the limits.
Walter Roberson
Walter Roberson le 30 Avr 2023
You have over 800000 data points of floating point values that you are asking to draw in a single graph that probably is only about 1000 pixels + borders wide. It is not obvious to me that you can have any possible meaningful visualization — not unless you are doing some kind of summary like histogram.

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