Classification and Regression Trees. Gradient Boosting Trees - Articles

Comparative Analysis of Machine Learning Algorithms for Optimal Land Use and Land Cover Classification: Guiding Method Selection for Resource-Limited Settings in Tiaty, Baringo County, Kenya (Articles)

John Kapoi Kipterer, Mark K. Boitt, Charles N. Mundia

Journal of Geoscience and Environment Protection Vol.13 No.4, April 23, 2025

DOI: 10.4236/gep.2025.134021 166 Downloads 1,034 Views Citations
A Statistical Analysis of Textual E-Commerce Reviews Using Tree-Based Methods (Articles)

Jessica Kubrusly, Ana Luiza Neves, Thamires Louzada Marques

Open Journal of Statistics Vol.12 No.3, June 14, 2022

DOI: 10.4236/ojs.2022.123023 449 Downloads 2,246 Views Citations
Predicting Electric Energy Consumption for a Jerky Enterprise (Articles)

Elena Kapustina, Eugene Shutov, Anna Barskaya, Agata Kalganova

Energy and Power Engineering Vol.12 No.6, June 30, 2020

DOI: 10.4236/epe.2020.126024 740 Downloads 2,333 Views Citations
An Efficient Smooth Quantile Boost Algorithm for Binary Classification (Articles)

Zhefeng Wang, Wanzhou Ye

Advances in Pure Mathematics Vol.6 No.9, August 24, 2016

DOI: 10.4236/apm.2016.69050 2,216 Downloads 3,801 Views Citations
Forecasting the Demand of Short-Term Electric Power Load with Large-Scale LP-SVR (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Abel Quezada Carreón, Francisco J. Enríquez Aguilera, Jose-Gerardo Rosiles

Smart Grid and Renewable Energy Vol.4 No.6, September 6, 2013

DOI: 10.4236/sgre.2013.46051 4,740 Downloads 7,062 Views Citations
Detection of Epilepsy Cases in Newborns (Articles)

Gérard Behou N’Guessan, Kouassi Saha Bernard, Coulibaly Tiékoura, Diarra Bassira

Engineering Vol.15 No.2, February 28, 2023

DOI: 10.4236/eng.2023.152011 212 Downloads 993 Views Citations
Modeling of Total Dissolved Solids (TDS) and Sodium Absorption Ratio (SAR) in the Edwards-Trinity Plateau and Ogallala Aquifers in the Midland-Odessa Region Using Random Forest Regression and eXtreme Gradient Boosting (Articles)

Azuka I. Udeh, Osayamen J. Imarhiagbe, Erepamo J. Omietimi

Journal of Geoscience and Environment Protection Vol.12 No.5, May 30, 2024

DOI: 10.4236/gep.2024.125013 116 Downloads 805 Views Citations
Innovative data mining approaches for outcome prediction of trauma patients (Articles)

Eleni-Maria Theodoraki, Stylianos Katsaragakis, Christos Koukouvinos, Christina Parpoula

Journal of Biomedical Science and Engineering Vol.3 No.8, August 23, 2010

DOI: 10.4236/jbise.2010.38105 5,937 Downloads 10,942 Views Citations
A New Procedure to Test for Fractional Integration (Articles)

William Rea, Chris Price, Les Oxley, Marco Reale, Jennifer Brown

Open Journal of Statistics Vol.6 No.4, August 23, 2016

DOI: 10.4236/ojs.2016.64055 1,856 Downloads 3,222 Views Citations
Using Boosted Regression Trees and Remotely Sensed Data to Drive Decision-Making (Articles)

Brigitte Colin, Samuel Clifford, Paul Wu, Samuel Rathmanner, Kerrie Mengersen

Open Journal of Statistics Vol.7 No.5, October 31, 2017

DOI: 10.4236/ojs.2017.75061 2,689 Downloads 6,994 Views Citations
Measuring Causal Effect with ARDL-BART: A Macroeconomic Application (Articles)

Pegah Mahdavi, Mohammad Ali Ehsani, Daniel Felix Ahelegbey, Mehrnaz Mohammadpour

Applied Mathematics Vol.15 No.4, April 30, 2024

DOI: 10.4236/am.2024.154018 219 Downloads 945 Views Citations
The Mean Treatment Effect Was Estimated Using a Machine-Learning Model: Evidence from the ECLS-K Dataset (Articles)

Shenshuo Zhang

Journal of Data Analysis and Information Processing Vol.13 No.3, August 28, 2025

DOI: 10.4236/jdaip.2025.133023 65 Downloads 419 Views Citations
A Hybrid Ensemble Learning Approach Utilizing Light Gradient Boosting Machine and Category Boosting Model for Lifestyle-Based Prediction of Type-II Diabetes Mellitus (Articles)

Mahadi Nagassou, Ronald Waweru Mwangi, Euna Nyarige

Journal of Data Analysis and Information Processing Vol.11 No.4, November 27, 2023

DOI: 10.4236/jdaip.2023.114025 540 Downloads 2,352 Views Citations
Forest Biomass Management challenges in Commercially Exotic Tree Plantations Areas. A case study from the Rungwe Volcanic Province (Southern Highlands of Tanzania) (Articles)

Benard Mwakisunga

Journal of Geoscience and Environment Protection Vol.5 No.3, February 21, 2017

DOI: 10.4236/gep.2017.53006 3,642 Downloads 5,067 Views Citations
Elaboration and costs multi-nutritional blocs with goatee leaves (Pithecellobium acatlense) consumed by goats in the Mixteca Poblana, Mexico (Articles)

Jorge Hernández, Lorenzo Carreón, Oscar A. Villarreal, Florencia Garcia, Julio C. Camacho

Agricultural Sciences Vol.5 No.2, February 14, 2014

DOI: 10.4236/as.2014.52020 3,465 Downloads 5,259 Views Citations
Balance in Random Trees (Articles)

Azer Akhmedov, Warren Shreve

Open Journal of Discrete Mathematics Vol.4 No.4, October 6, 2014

DOI: 10.4236/ojdm.2014.44013 4,399 Downloads 5,693 Views Citations
Eucalyptus Tree Production in Wolayita Sodo, Southern Ethiopia (Articles)

Molla Mekonnen Alemu

Open Access Library Journal Vol.3 No.12, December 26, 2016

DOI: 10.4236/oalib.1103280 2,380 Downloads 6,560 Views Citations
Personalized Thermal Comfort Model with Decision Tree (Articles)

Yuze Jiang

Intelligent Control and Automation Vol.10 No.4, November 26, 2019

DOI: 10.4236/ica.2019.104012 953 Downloads 2,425 Views Citations
Parkland Trees under Severe Drought: An Assessment of Species Diversity and Abundance across Three Agroecological Zones of Northern Nigeria (Articles)

Ibrahim Ndaginna Abdullahi

Open Journal of Forestry Vol.11 No.2, April 19, 2021

DOI: 10.4236/ojf.2021.112009 598 Downloads 2,147 Views Citations
Exploring Factors Influencing Species Natural Regeneration Response Following Harvesting in the Acadian Forests of New Brunswick (Articles)

Lee Salmon, John A. Kershaw Jr., Anthony R. Taylor, Marek Krasowski, Michael B. Lavigne

Open Journal of Forestry Vol.6 No.3, June 22, 2016

DOI: 10.4236/ojf.2016.63017 2,633 Downloads 4,681 Views Citations
This article belongs to the Special Issue on Forest Restoration and Regeneration

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