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Article overview
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Area-norm COBRA on Conditional Survival Prediction | | Rahul Goswami
; Arabin Kr. Dey
; | | Date: |
1 Sep 2023 | | Abstract: | The paper explores a different variation of combined regression strategy to
calculate the conditional survival function. We use regression based weak
learners to create the proposed ensemble technique. The proposed combined
regression strategy uses proximity measure as area between two survival curves.
The proposed model shows a construction which ensures that it performs better
than the Random Survival Forest. The paper discusses a novel technique to
select the most important variable in the combined regression setup. We perform
a simulation study to show that our proposition for finding relevance of the
variables works quite well. We also use three real-life datasets to illustrate
the model. | | Source: | arXiv, 2309.00417 | | Services: | Forum | Review | PDF | Favorites | |
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