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...
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| Main Authors: | , , , |
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| Format: | Book |
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Ital Publication,
2021-03-01T00:00:00Z.
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