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I would like to know if there are any good references showing how using random forests in a survival analysis setting allows the building of a decision tree showing how observations were classified and how this is interpretable and helpful in prognosis.

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Search for the original R-newsletter articles which introduce the Random Forests package for survival. The R-Project has some strong packages that a lot of students use.

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