USING R.

Divide your training data into male and female categories. Train two distinct models on each subset, one to predict male survival and the other to predict female survival. Use the Titanic test data after that, separating the male and female data. The model's accuracy in predicting survival based on sex was it better or worse? Explain in depth what you discovered.