How many factors should be fed into CatBoost?

CatBoost can accept any number of features (attributes), limited only by your system resources and common sense for the model. Usually, the number of features depends on the task and data, but CatBoost works well with a large number of categorical and numerical features thanks to built-in categorical data processing. It is important to properly prepare the data and select relevant features to improve the model's quality.