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Research article

First published 2016-1

Variable selection using support vector regression and random forests: A comparative study

Anis Ben Ishak

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-4

Modeling color fading ozonation of reactive-dyed cotton using the Extreme Learning Machine,Support Vector Regression and Random Forest

Zhenglei He, Kim-Phuc Tran, Sébastien Thomassey [...]

Textile Research Journal

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Research article

First published 2023-4

Analysis for the prediction of solar and wind generation in India using ARIMA,linear regression and random forest algorithms

Brajlata Chauhan, Rashida Tabassum, Sanjiv Tomar [...]

Wind Engineering

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Research article

First published 2023-11

A hybrid approach using multiple linear regression and random forest regression to predict molten steel temperature in a continuous casting tundish

Sabrina Silva de Matos, Carlos Antônio da Silva, Johne Jesus Mol Peixoto [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2024-3

Machine Learning and Risk Assessment: Random Forest Does Not Outperform Logistic Regression in the Prediction of Sexual Recidivism

Sonja Etzler, Felix D. Schönbrodt, Florian Pargent [...]

Assessment

Open access

Research article

First published 2022-7

Who settles where? Simulating urban growth and socioeconomic level using cellular automata and random forest regression

Anahi Molar-Cruz, Lukas D Pöhler, Thomas Hamacher [...]

Environment and Planning B: Urban Analytics and City Science

Free access

Research article

First published 2024-1

Examining how social activities influence pertussis. An application of random forest regression

Mihály Sulyok, Mark D. Walker

Research Methods in Medicine & Health Sciences

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Research article

First published 2025-1

Comparative analysis of life expectancy prediction using regression algorithms

Nilesh Bhaskarrao Bahadure, Ramdas Khomane, Deep Raut [...]

Intelligent Decision Technologies

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Research article

First published 2018-12

Predicting matches in international football tournaments with random forests

Gunther Schauberger, Andreas Groll

Statistical Modelling

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Research article

First published 2020-8

Estimating Light-Duty Vehicle Emission Factors using Random Forest Regression Model with Pavement Roughness

Fengxiang Qiao, Mahreen Nabi, Qing Li [...]

Transportation Research Record: Journal of the Transportation Research Board

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