Data Science, Machine Learning, Deep Learning, Artificial Intelligence, Python.
point of view. Since your model has fewer degrees of freedom, the likelihood of overfitting is lower. The model will generalize more easily to new data. If we are using feature selection the reduction will promote the important variables. Also, it helps in improving the interpretability of your