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How to implement Oza bagging Algorithm (online bagging) in matlab?

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ALBERT COSTA
ALBERT COSTA le 25 Jan 2017
First, apologies for my poor English;
I need to implement Oza bagging algorithm in matlab. Oza baggins is an algorithm to incremental learning. The pseudo-code is this.
1. Input: S: dataset, M: number of base learners
2. for n = 1,...,N do
3. for m = 1,...,M do
4. let K ~ Poisson(1)
5. train the base learner Hm -> Y (using (Xn,Yn))
6. endFor
7. endFor
My doubt is How to implement incremental learning (line 5) in matlab.
Thank you.

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Sally Al Khamees
Sally Al Khamees le 1 Fév 2017
Modifié(e) : Sally Al Khamees le 1 Fév 2017
you can use the description of the algorithm here to implement the algorithm.
Also the description of Bagging here might give your pointers

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