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Gradient_boosting_algorithm. Gradient boosting is an ensemble machine learning algorithm that combines multiple weak learners to create a strong predictive model. It works by training weak learners on ...

Gradient Boosting. Gradient Boost is a robust machine learning algorithm made up of Gradient descent and Boosting. The word ‘gradient’ implies that you can have two or more derivatives of the same ...

Defining Gradient Boosting. This article aims to give you a good intuition for what gradient boosting is, without many breakdowns of the mathematics that underlie the algorithms. Once you have an ...

The background of the present study complies with silicon content prediction in hot metal in the blast furnace system. The blast furnace system is a highly complex industrial reactor in the ...

A common type of machine learning model that has managed to be extremely useful in data science competitions is a gradient boosting model. Gradient boosting is basically the process of converting weak ...