List: Confidence band | Curated by Luca Zavarella | Medium

Apr 19, 2022

5 stories

Confidence band

In

TDS Archive

by

Tiago Toledo Jr.

Generating Confidence Intervals for Regression Models

An explanation and study of several model-agnostic methods

Jan 17, 2022

Generating Confidence Intervals for Regression Models

Jan 17, 2022

In

TDS Archive

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Samuele Mazzanti

How To Predict Risk-Proportional Intervals With “Conformal Quantile Regression”

This algorithm — published in 2019 by Stanford scholars — combines quantile regression with conformal prediction. Here is how to implement…

Jan 28, 2022

How To Predict Risk-Proportional Intervals With “Conformal Quantile Regression”

Jan 28, 2022

Valeriy Manokhin, PhD, MBA, CQF

How to predict quantiles in a more intelligent way (or ‘Bye-bye quantile regression, hello…

The good old quantile regression. Invented in 1978 — the method is 40 years old now. Surely we can do better in 2021?

Nov 28, 2021

How to predict quantiles in a more intelligent way (or ‘Bye-bye quantile regression, hello…

Nov 28, 2021

In

TDS Archive

by

Will Koehrsen

How to Generate Prediction Intervals with Scikit-Learn and Python

Using the Gradient Boosting Regressor to show uncertainty in machine learning estimates

May 8, 2019

How to Generate Prediction Intervals with Scikit-Learn and Python

May 8, 2019

In

TDS Archive

by

Samuele Mazzanti

“MAPIE” Explained Exactly How You Wished Someone Explained to You

A Python library that turns the predictions of any model into confidence intervals

Jan 18, 2022

“MAPIE” Explained Exactly How You Wished Someone Explained to You

Jan 18, 2022

Luca Zavarella

Luca Zavarella

Book Author

Microsoft MVP for AI and Data Platform, Head of Data & AI at iCubed. Classical pianist in the free time.

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