It's better to start CatBoost exploring from this basic tutorials. This tutorial shows some base cases of using CatBoost, such as model training, cross-validation and predicting, as well as some ...

Regression trees approximate a function by partitioning the input space and applying an independent regression model on each of the subdivisions. A straight tree divides the input space in two at each ...

Prior to PILOT, fitting linear model trees was slow and prone to overfitting, especially with large datasets. Traditional regression trees struggled to capture linear relationships effectively. Linear ...