search

h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
http://h2o.ai
Apache License 2.0
6.94k stars 2k forks source link

Clarify GAM documentation #7384

Open exalate-issue-sync[bot] opened 1 year ago

exalate-issue-sync[bot] commented 1 year ago

User expressed the following with Erin LeDell:

Perhaps my inexperience with GAM in general, but the know locations seem to come out of nowhere, and I don't understand how this behaves when the columns are factors. The formula interface in mgcv makes it very easy and clear how to specify different spline types and I suppose that I am just used to the automatic know selection that it offers.

We need to:

  1. explain how to define splines types
  2. how to define knot points. Can we do this automatically like R?
h2o-ops commented 1 year ago

JIRA Issue Details

Jira Issue: PUBDEV-8270 Assignee: Wendy Reporter: Wendy State: Open Fix Version: N/A Attachments: N/A Development PRs: N/A