linear-tree
linear-tree copied to clipboard
cerlymarco
A python library to build Model Trees with Linear Models at the leaves.
Hi, I am wondering how to perform a GridsearchCV to find best parameters for the tree and regression model? For now I am able to tune the tree component of...
ref. https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html In sklearn, base_estimator was deprecated.
It may be helpful to other users if the following relevant literature is cited in the README: - [Functional Models for Regression Tree Leaves | Torgo, 1997](https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=48e4b3187ca234308e97e1ac0cab84222c603bdd) - [Functional Trees...
Hi cerlymarco, As always, nice work! What do you think about the idea of adding splines in the leaves? I will investigate that soon, but I was wondering what were...
Hi, I was trying to explore whether we could accelerate using the LF model using [cuML](https://docs.rapids.ai/api/cuml/stable/), but I was not successful. Is there any chance of successfully adapting the LF...
Hi, I get many `FutureWarning` while using the LF model and the #skforecast package for [Direct multi-step forecaster](https://skforecast.org/0.9.0/user_guides/direct-multi-step-forecasting). Can you comment on it? Is there a new update release that...
Metadata
Owner
Metadata
A python library to build Model Trees with Linear Models at the leaves.