Why is Cross Validation Important in Cancer Research?
Cancer research often involves working with small sample sizes due to the rarity or heterogeneity of certain cancer types. Cross validation helps to ensure that the model is generalizable and not overfitting to a specific dataset. This is crucial for developing reliable predictive models for diagnosis, prognosis, and treatment response.
