List: XGBoost | Curated by Nathan Hanks | Medium

Jan 20, 2025

15 stories

XGBoost

In

TDS Archive

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Thomas A Dorfer

Visualizing XGBoost Parameters: A Data Scientist’s Guide To Better Models

Why understanding parameters is critical to building robust models

Jan 15

$Illustration that shows the random sub-sampling of datapoints depending on the fraction of features selected in colsample_bytree.$

$Illustration that shows the random sub-sampling of datapoints depending on the fraction of features selected in colsample_bytree.$

Jan 15

Sofien Kaabar, CFA

XGBoost 2.0 is Here to Improve Your Time Series Forecasts

A Practical Guide to XGBoost 2.0 and How to Forecast Time Series

Mar 6, 2024

XGBoost 2.0 is Here to Improve Your Time Series Forecasts

Mar 6, 2024

In

AIGuys

by

Vishal Rajput

XGBoost 2.0: Major update on Tree-based methods

XGBoost still rules the domain of tabular data

Oct 6, 2023

XGBoost 2.0: Major update on Tree-based methods

Oct 6, 2023

This story is no longer available

In

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Bex T.

10 Confusing XGBoost Hyperparameters and How to Tune Them Like a Pro in 2023

Jun 11, 2023

A rocket launching into space representing the boosting process when tuning XGBoost hyperparameters.

Jun 11, 2023

Sathesan Thavabalasingam

Tweedie Loss Function

An example: Insurance pricing

Jan 25, 2021

Tweedie Loss Function

Jan 25, 2021

Maria Gusarova

Revolutionize Your Machine Learning Models with These XGBoost Hyperparameters — Boost Your Model…

Learn how XGBoost works, its comparison with Decision Trees and Random Forest, the difference between boosting and bagging, hyperparameter…

Dec 23, 2022

Revolutionize Your Machine Learning Models with These XGBoost Hyperparameters — Boost Your Model…

Dec 23, 2022

In

TDS Archive

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David Martins

XGBoost: A Complete Guide to Fine-Tune and Optimize your Model

How to tune XGBoost hyperparameters and supercharge the performance of your model?

May 14, 2021

XGBoost: A Complete Guide to Fine-Tune and Optimize your Model

May 14, 2021

This story is no longer available

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Saupin Guillaume

XGBoost for Time Series: You’re gonna need a bigger boat

XGBoost is a very powerful and versatile model. Its range of application is pretty large and it has been applied successfully for solving…

Mar 22, 2021

XGBoost for Time Series: You’re gonna need a bigger boat

Mar 22, 2021

In

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Saupin Guillaume

XGBoost: Cardinality, the crucial HyperParameter that is always under-considered

Update: discover my new book on Gradient Boosting, Practical Gradient Boosting. It’s a deep dive into Gradient Boosting with many examples…

May 24, 2022

XGBoost: Cardinality, the crucial HyperParameter that is always under-considered

May 24, 2022

Dave Cote, M.Sc.

Demonstrating the power of feature engineering — Part II: How I beat XGBoost with Linear Regression!

Yes, you read correctly!

Feb 8, 2022

Demonstrating the power of feature engineering — Part II: How I beat XGBoost with Linear Regression!

Feb 8, 2022

Xiyao Fan

Classifying and Predicting Stock Market States Using HMM and XGBoost

Abstract — Investors are always searching for the best strategy to grab market trends and excess profits. In this blog, I apply…

May 3, 2022

Classifying and Predicting Stock Market States Using HMM and XGBoost

May 3, 2022

In

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Kay Jan Wong

CatBoost vs. LightGBM vs. XGBoost

Which is the best algorithm?

May 5, 2022

Photo by Tingey Injury Law Firm on Unsplash

May 5, 2022

In

Data Science 365

by

Rukshan Pramoditha

Top Trending Machine Learning Algorithms in 2022

To gain more powerful and accurate results instantly

Jan 4, 2022

Top Trending Machine Learning Algorithms in 2022

Jan 4, 2022

Nathan Hanks
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I like to talk and think about complex problems, in the domains of data science, software engineering, innovation, and CrossFit (yes, I’m that guy).
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