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    macOS Sierra review: Mac users get a modest update this year

    macOS Sierra review: Mac users get a modest update this year

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Home Machine Learning

Non-Linearity: Can Linear Regression Compete With Gradient Boosting? | by Samuele Mazzanti | Oct, 2024

AiNEWS2025 by AiNEWS2025
2024-12-10
in Machine Learning
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Non-Linearity: Can Linear Regression Compete With Gradient Boosting? | by Samuele Mazzanti | Oct, 2024
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Some weeks in the past, I revealed a post on LinkedIn.

The put up was based mostly on the next determine, evaluating the predictions made by two fashions: Linear Regression, and CatBoost.

[Image by Author]

The gist of the put up was {that a} gradient-boosting mannequin like CatBoost appears to supply a extra “affordable” interpretation of the connection between a predictor and the goal variable (specifically, home situation and home worth).

Certainly, many relationships in nature are non-linear.

The put up obtained some objections, amongst which the next remark stood out for the massive variety of likes:

Remark part of this LinkedIn post.

This began a dialogue, and I discovered the next remark (written by the identical creator…

Source link

#NonLinearity #Linear #Regression #Compete #Gradient #Boosting #Samuele #Mazzanti #Oct


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