Random Forest Methodology - Articles - Scientific Research Publishing

Harnessing Machine Learning Emerging Technology in Financial Investment Industry: Machine Learning Credit Rating Model Implementation (Articles)

Chunlan Wang, Mahmut Rustem Sen, Bin Yao, Michal Certik, Koloina A. Randrianarivony

Journal of Financial Risk Management Vol.10 No.3, September 18, 2021

DOI: 10.4236/jfrm.2021.103019 854 Downloads 4,129 Views Citations
Injury Analysis Based on Machine Learning in NBA Data (Articles)

Wangwei Wu

Journal of Data Analysis and Information Processing Vol.8 No.4, November 13, 2020

DOI: 10.4236/jdaip.2020.84017 857 Downloads 5,317 Views Citations
Simulation and Prediction of PCBs in Seven Regions Using BETR-GLOBAL and Random Forest (Articles)

Meifeng Chen, Heng Wang, Han Wang, Jing Yuan, Qianfeng Zhang

Journal of Geoscience and Environment Protection Vol.13 No.6, June 18, 2025

DOI: 10.4236/gep.2025.136007 82 Downloads 410 Views Citations
A Combinatorial Analysis of Genetic Data for Crohn's Disease (Articles)

Weidong Mao, Jeonghwa Lee

Journal of Biomedical Science and Engineering Vol.1 No.1, June 6, 2008

DOI: 10.4236/jbise.2008.11008 7,962 Downloads 12,185 Views Citations
Machine Learning Approaches to Predicting Company Bankruptcy (Articles)

Wenhao Zhang

Journal of Financial Risk Management Vol.6 No.4, December 13, 2017

DOI: 10.4236/jfrm.2017.64026 3,441 Downloads 6,762 Views Citations
Adaptive Optimization Swarm Algorithm Ensemble Model Applied to the Classification of Unbalanced Data (Articles)

Qingqing He, Chao Qin

Intelligent Information Management Vol.13 No.5, September 16, 2021

DOI: 10.4236/iim.2021.135014 405 Downloads 1,535 Views Citations
A Novel Method for Diagnosis of Breast Cancer Tumors Based on Random Forest (Articles)

Mengying Cai

Journal of Biosciences and Medicines Vol.11 No.4, April 24, 2023

DOI: 10.4236/jbm.2023.114018 223 Downloads 987 Views Citations
Breast Cancer Prediction Based on Machine Learning (Articles)

Yuanzhou Wei, Dan Zhang, Meiyan Gao, Yuanhao Tian, Ya He, Bolin Huang, Changyang Zheng

Journal of Software Engineering and Applications Vol.16 No.8, August 25, 2023

DOI: 10.4236/jsea.2023.168018 531 Downloads 3,634 Views Citations
Remote Sensing Landslide Monitoring Based on Machine Learning Method (Articles)

Zhen Chen, Yiyang Zheng

Journal of Geoscience and Environment Protection Vol.11 No.10, October 20, 2023

DOI: 10.4236/gep.2023.1110008 585 Downloads 1,478 Views Citations
Assessing the Relationship between Land Use/Land Cover Change, NDVI, NDBI, and Land Surface Temperature: A 20-Year Analysis of Rupandehi District, Nepal (Articles)

Ashok Gahatraj, Keshav Raj Bhusal

Open Access Library Journal Vol.12 No.9, September 16, 2025

DOI: 10.4236/oalib.1114123 104 Downloads 776 Views Citations
Forest Dynamics with Sentinel 2 in Antanambe between 2005 and 2016 with the Snap Tool (Articles)

Tsiorinantenaina René Rakotoarison, Aimé Richard Hajalalaina, Elysa Nambinintsoa Safidinirina

Advances in Remote Sensing Vol.10 No.3, September 18, 2021

DOI: 10.4236/ars.2021.103006 385 Downloads 1,713 Views Citations
Linear and Nonlinear Trading Models with Gradient Boosted Random Forests and Application to Singapore Stock Market (Articles)

Qin Qin, Qing-Guo Wang, Jin Li, Shuzhi Sam Ge

Journal of Intelligent Learning Systems and Applications Vol.5 No.1, February 22, 2013

DOI: 10.4236/jilsa.2013.51001 9,926 Downloads 16,908 Views Citations
Generalized Height-Diameter Models for Pinus montezumae Lamb. and Pinus pseudostrobus Lindl. Plantations in Michoacan, Mexico (Articles)

Jonathan Hernández-Ramos, Valentín José Reyes-Hernández, Héctor Manuel De los Santos-Posadas, Aurelio Manuel Fierros-González, Enrique Buendía-Rodríguez, Gerónimo Quiñonez-Barraza

Open Journal of Forestry Vol.14 No.3, June 12, 2024

DOI: 10.4236/ojf.2024.143014 126 Downloads 776 Views Citations
Bias of the Random Forest Out-of-Bag (OOB) Error for Certain Input Parameters (Articles)

Matthew W. Mitchell

Open Journal of Statistics Vol.1 No.3, October 20, 2011

DOI: 10.4236/ojs.2011.13024 14,255 Downloads 24,063 Views Citations
Random forest classifier combined with feature selection for breast cancer diagnosis and prognostic (Articles)

Cuong Nguyen, Yong Wang, Ha Nam Nguyen

Journal of Biomedical Science and Engineering Vol.6 No.5, May 25, 2013

DOI: 10.4236/jbise.2013.65070 18,863 Downloads 27,576 Views Citations
PFP-RFSM: Protein fold prediction by using random forests and sequence motifs (Articles)

Junfei Li, Jigang Wu, Ke Chen

Journal of Biomedical Science and Engineering Vol.6 No.12, December 20, 2013

DOI: 10.4236/jbise.2013.612145 3,401 Downloads 5,818 Views Citations
Support Vector Machine and Random Forest Modeling for Intrusion Detection System (IDS) (Articles)

Md. Al Mehedi Hasan, Mohammed Nasser, Biprodip Pal, Shamim Ahmad

Journal of Intelligent Learning Systems and Applications Vol.6 No.1, February 14, 2014

DOI: 10.4236/jilsa.2014.61005 9,884 Downloads 16,704 Views Citations
Predicting Cork Oak Suitability in Maâmora Forest Using Random Forest Algorithm (Articles)

Said Lahssini, Hicham Lahlaoi, Hicham Mharzi Alaoui, El Aid Hlal, Martino Bagaram, Quentin Ponette

Journal of Geographic Information System Vol.7 No.2, April 20, 2015

DOI: 10.4236/jgis.2015.72017 4,223 Downloads 6,310 Views Citations
Role of Feature Selection on Leaf Image Classification (Articles)

Arun Kumar, Vinod Patidar, Deepak Khazanchi, Poonam Saini

Journal of Data Analysis and Information Processing Vol.3 No.4, November 24, 2015

DOI: 10.4236/jdaip.2015.34018 4,217 Downloads 5,843 Views Citations
Quantification of Annual Urban Growth of Dar es Salaam Tanzania from Landsat Time Series Data (Articles)

Kamara Emanuel Gombe, Ichio Asanuma, Jong-Geol Park

Advances in Remote Sensing Vol.6 No.3, September 6, 2017

DOI: 10.4236/ars.2017.63013 1,832 Downloads 4,221 Views Citations

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