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brainhack-school2020 / mschoettner_fMRI-ML

Project repo for the BHS2020 project.
GNU General Public License v3.0
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Which classifier to use? #5

Open mschoettner opened 4 years ago

mschoettner commented 4 years ago

In my project, I want to predict if someone has ASD from resting state fMRI data. I am new to machine learning, so I am unsure which classifier to use for that. @illdopejake can you maybe point me to a resource that could help me in my decision?

illdopejake commented 4 years ago

Hi Mikkel, that's a great question. I think a good place to start would be this chart from the sklearn website and tutorials (generally a great resource).

Unless you have an enormous amount of data, you are probably best off using a simple algorithm like Linear SVC or Logistic Regression.

mschoettner commented 4 years ago

Thanks, that's a neat little graph!