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Predict CO2 emissions of different cars

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Description

Cette étude (en anglais) vise à prédire le niveau de CO2 émis par des véhicules à partir de certaines de leurs caractéristiques. Le code est écrit en R afin de recourir à différents algorithmes tels que les réseaux de neurones et le boosting.

This study aims at predicting the CO2 emissions of cars based on some of their characteristics. We use the R programming language to implement data visualization and several algorithms, including gradient boosting machine and various neural networks.

Olivier Viollet

Topic

Environment and energy

Type

Paper

Tags

  • ademe

  • cars

  • co2

  • data-visualization

  • deep-learning

  • machine-learning

  • neural-network

  • r-programming

Creation date

January 11, 2019

Last update

April 24, 2024

1 used dataset

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1k

70 in Apr 2024

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