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I come through a algorithm ISLE Ensemble Generation in machine learning. The following is the steps given in Elements of Statistical Learning:
But I am unable to apprehend it and implement it in python program. Can anyone explain this algorithm using an example.So that I am in a state to implement it in program.
I hope someone still need this answer for an important lost algorithm.
It is implemented here: https://github.com/yq911122/isle
Additionally, I suggest reading the paper:
Importance Sampled Learning Ensembles
Jerome H. Friedman, Bogdan E. Popescu
September 9, 2003
