Random Forest Algorithm - Articles - Scientific Research Publishing

Comparative Analysis of Machine Learning Models for Customer Churn Prediction in the U.S. Banking and Financial Services: Economic Impact and Industry-Specific Insights (Articles)

Omoshola S. Owolabi, Prince C. Uche, Nathaniel T. Adeniken, Oghenekome Efijemue, Samuel Attakorah, Oluwabukola G. Emi-Johnson, Emmanuel Hinneh

Journal of Data Analysis and Information Processing Vol.12 No.3, July 17, 2024

DOI: 10.4236/jdaip.2024.123021 338 Downloads 5,070 Views Citations
Forecast Recession: A Comparative Study of Economic Forecasting Methods for the COVID-19 Impact (Articles)

Xingjian Gao

Modern Economy Vol.15 No.7, July 31, 2024

DOI: 10.4236/me.2024.157035 222 Downloads 958 Views Citations
Exploration of the Impact Mechanism of Government Credibility Based on Variable Screening Method (Articles)

Jiajun Wu, Yuxiang Ma, Helin Zou, Chun Zhang, Ran Yan

Journal of Data Analysis and Information Processing Vol.12 No.3, August 27, 2024

DOI: 10.4236/jdaip.2024.123025 136 Downloads 686 Views Citations
Predicting Adult Dog Temperament Based on Puppy Behaviors: A Machine Learning Approach for Enhancing Canine Welfare (Articles)

Ashen Mihiranga Benthota Pathirana, Himendra Balalle

Open Journal of Applied Sciences Vol.14 No.11, November 8, 2024

DOI: 10.4236/ojapps.2024.1411199 135 Downloads 2,466 Views Citations
Identification of Commercial Forest Tree Species Using Sentinel 2 and Planet Scope Imageries in the Usutu Forest, Eswatini (Articles)

Thokozani Maxwell Ginindza

Journal of Geographic Information System Vol.17 No.1, January 16, 2025

DOI: 10.4236/jgis.2025.171001 153 Downloads 1,063 Views Citations
AI-Assisted Case Study of Delirium in ICU Patients: Predictive Analysis, Monitoring, and Interventions (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1, January 23, 2025

DOI: 10.4236/oalib.1112747 65 Downloads 705 Views Citations
Evaluations of Machine Learning Algorithms Using Simulation Study (Articles)

Nasrin Khatun

Open Journal of Statistics Vol.15 No.1, February 18, 2025

DOI: 10.4236/ojs.2025.151003 91 Downloads 484 Views Citations
The Impact of COVID-19 on Cardiovascular Disease: A Machine Learning Predictive Study (Articles)

Nidhi Priyadarshini, Phillip Smith

World Journal of Cardiovascular Diseases Vol.15 No.2, February 25, 2025

DOI: 10.4236/wjcd.2025.152003 155 Downloads 1,076 Views Citations
Machine Learning-Based Classification of Coronary Heart Disease: A Comparative Analysis of Logistic Regression, Random Forest, and Support Vector Machine Models (Articles)

Zakia Sultana Munmun, Salma Akter, Chowdhury Raihan Parvez

Open Access Library Journal Vol.12 No.3, March 26, 2025

DOI: 10.4236/oalib.1113054 190 Downloads 1,416 Views Citations
Estimation of Aboveground Biomass in Zambia through Integration of GEDI, Sentinel-1 and Sentinel-2 Measurements (Articles)

Jackson Kalaba

Journal of Geoscience and Environment Protection Vol.13 No.4, April 16, 2025

DOI: 10.4236/gep.2025.134011 98 Downloads 706 Views Citations
Remote Sensing Prospecting Method Based on Random Forest in Eastern Botswana Mining Area (Articles)

Zhen Chen

International Journal of Geosciences Vol.16 No.4, April 18, 2025

DOI: 10.4236/ijg.2025.164012 149 Downloads 811 Views Citations
Research on Fault Detection and Classification of Industrial Equipment Based on Machine Learning (Articles)

Gangying Cai

Journal of Computer and Communications Vol.13 No.4, April 28, 2025

DOI: 10.4236/jcc.2025.134015 172 Downloads 1,263 Views Citations
Extra Trees Model for Heart Disease Prediction (Articles)

Uchenna J. Nzenwata, Emokiniovo Edwin, Emmanuel A. Chukwu, Dare Osilaja, Johnson O. Hinmikaiye, Chidiebere Enyinnah

Journal of Data Analysis and Information Processing Vol.13 No.2, April 30, 2025

DOI: 10.4236/jdaip.2025.132008 145 Downloads 1,071 Views Citations
Estimation of Canopy Height in Zambia through Integration of GEDI, Sentinel-1 and Sentinel-2 Measurements (Articles)

Chimwemwe M’tonga

Journal of Geoscience and Environment Protection Vol.13 No.5, May 28, 2025

DOI: 10.4236/gep.2025.135010 118 Downloads 826 Views Citations
The Influence of ESG Factors on Sovereign Credit Ratings in Sub-Saharan Africa: A LASSO and Random Forest Approach (Articles)

Madina Ishimwe, Milliam Niyonshuti, Min Su, Clement Mintah, Edward Appau Nketiah, Emefa Garnet

Open Access Library Journal Vol.12 No.6, June 13, 2025

DOI: 10.4236/oalib.1113346 96 Downloads 521 Views Citations
Interpretable Machine Learning Framework for Predicting Treatment Resistance in Psychiatric Disorders Using Synthetic Pharmacogenomic and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 25, 2025

DOI: 10.4236/oalib.1113870 48 Downloads 377 Views Citations
Research on Prediction of Air Quality CO Concentration Based on Python Machine Learning (Articles)

Ziyang Wang

Advances in Internet of Things Vol.15 No.4, October 28, 2025

DOI: 10.4236/ait.2025.154005 127 Downloads 670 Views Citations
Performance of Different Machine Learning Algorithms for Credit Risk Classification (Articles)

Martin M. Kasina, John M. Kihoro, Alex Kibet

Journal of Data Analysis and Information Processing Vol.13 No.4, November 4, 2025

DOI: 10.4236/jdaip.2025.134029 85 Downloads 725 Views Citations
Sporadic Hemiplegic Migraine Case Study and Classification Using Machine Learning (Articles)

Anusha Reddy, Ajit Reddy

World Journal of Neuroscience Vol.15 No.4, November 7, 2025

DOI: 10.4236/wjns.2025.154025 120 Downloads 618 Views Citations
A Wind Speed Prediction Model Based on Machine Learning in Guyuan Area (Articles)

Shiyun Mu, Yuming Zhai, Hongxia Shi, Shujie Yuan, Lin Han, Lixin Su, Hailing Shi, Juan Gu

Journal of Geoscience and Environment Protection Vol.13 No.11, November 21, 2025

DOI: 10.4236/gep.2025.1311010 35 Downloads 304 Views Citations

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