Creating Ensembles in Matlab

I need to create ensembles, but I'm not entirely sure how to do it. I know what the methods are, but implementing them is the problem. With voting being the simplest way to combine classifiers, can anyone help me out with that? The classifiers I'm using are Fisher LDA, discriminant analysis classifiers( linear, diaglinear, quadratic, and diagquadratic) and svms(RBF, linear, and polynomial). I'm trying to figure out how to combine these to create my ensembles.

3 Comments

A representative sample of your signal would be helpful.
It’s not possible to determine what an ‘ensemble’ is in that context without it.
What do you intend to do with them, once they are idenitified?
Once they're identified, I need to determine which of them have the best results and take the top 3. An ensemble being a group of classifiers. So we need to take the any number of the classifiers, group those outputs and then run them through the sum, min, max, and product functions to see which ones have the best results. Reading back through my assignment, I don't think voting is necessary if we're using those four previous functions. The dataset is breast cancer data. Do you need to see anything else? It's a lot of code.
Can you send me the solution to this question at abdulbaseermohammedkhan@gmail.com
Thanks

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on 12 Dec 2020

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