On Fair Performance Comparison between Random Survival Forest and Cox Regression: An Example of Colorectal Cancer Study
Random Forest (RF), a mostly model-free and robust machine learning method, has been successfully applied to right-censored survival data, under the name of Random Survival Forest (RSF). However, RF/RSF has its distinct strategies in classification and prediction. First, it is an ensemble classifier...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Ital Publication
2021-03-01
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| Series: | SciMedicine Journal |
| Subjects: | |
| Online Access: | https://www.scimedjournal.org/index.php/SMJ/article/view/343 |