Why is Feature Selection Important in Cancer Research?
Cancer datasets often contain an enormous number of features due to the complexity of genetic, environmental, and lifestyle factors involved. Reducing the dimensionality of these datasets through effective feature selection can lead to more interpretable models, faster computation times, and, most importantly, more accurate predictions for cancer diagnosis, prognosis, and treatment response.
