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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
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Prediction intervals #7581

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

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

Add prediction intervals: https://en.wikipedia.org/wiki/Prediction_interval

Request on Stack Overflow: https://stackoverflow.com/questions/66677651/is-there-a-manual-or-automatic-way-to-obtain-prediction-intervals-from-a-model-t

Related: https://sklearn.org/auto_examples/ensemble/plot_gradient_boosting_quantile.html

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

Erin LeDell commented: For now, just a demo of how to do this in R or Python would be helpful to add to our tutorials.

h2o-ops commented 1 year ago

JIRA Issue Details

Jira Issue: PUBDEV-8068 Assignee: New H2O Bugs Reporter: Erin LeDell State: Open Fix Version: N/A Attachments: N/A Development PRs: N/A