Comparing Density estimation and Regression
Density estimation & Regression as Quoted by Peter
Density estimation is an attempt to find the shape of a distribution.
Regression is a whole family of techniques involving finding the relationship between one or more dependent variables and one or more independent variables.
In a binary logistic regression ...
It appears that you are using manual trial-and-error to search for better hyperparameters.
Another approach would to be use automated hyperparameter search. Define a search space (i.e., either a range or distribution) for each hyperparameter. Then use cross-validation to find the best combination in the search space. Random search on hyperparameters is often ...