Frontiers

Prediction of total iodine dose of I-131 therapy for Graves’ hyperthyroidism achieved remission status: a random forest regressor model approach to assess treatment efficacy

Department of Nuclear Medicine, The People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region, China Objective: Graves’ hyperthyroidism (GH) presents significant ...
IEEE

Factor Screening for Equivalence Ratio Measurement Modeling: A Hybrid Approach Integrating Random Forest Algorithm and Support Vector Regression

Abstract: Measuring the equivalence ratio using flame spectral data is a key focus in combustion diagnostic techniques. Traditional methods rely on chemiluminescent bands with distinct spectral ...
Tallahassee Democrat

Mike Norvell found winning formula vs. Wake Forest, hopes FSU football use it at Clemson

Florida State football broke a four-game losing streak with a 42-7 win over Wake Forest. Head coach Mike Norvell praised the team for playing "complementary football" in the victory. Norvell hopes the ...
Frontiers

Advancing NFL win prediction: from Pythagorean formulas to machine learning algorithms

This study evaluates the predictive performance of traditional and machine learning-based models in forecasting NFL team winning percentages over a 21-season dataset (2003–2023). Specifically, we ...
IEEE

A Novel RSS Regression Method Using Random Forest-Guided Bagged Weighted XGBoost for Indoor Environments

Abstract: Accurate indoor localization based on received signal strength (RSS) relies on robust regression models. However, existing methods are often challenged by complex indoor environments and ...
Yardbarker

Juventus & Nottingham Forest agree on Douglas Luiz formula – Replacement already identified

Juventus outcast Douglas Luiz is all set to join Nottingham Forest, as the two clubs work on sorting out the remaining details in their agreement. The Reds will make their long-awaited return to ...
Scientific Research Publishing

He, S., Wu, J., Wang, D., & He, X. (2022). Predictive Modeling of Groundwater Nitrate Pollution and Evaluating Its Main Impact Factors Using Random Forest. Chemosphere, 290 ...

ABSTRACT: An integrated model approaching to combining the BETR-GLOBAL model with a Random Forest method was developed in this research. Firstly, the BETR-GLOBAL model was employed to simulate the ...
Scientific Research Publishing

Kirasich, K., Smith, T. and Sadler, B. (2018) Random Forest vs Logistic Regression: Binary Classification for Heterogeneous Datasets. SMU Data Science Review, 1, Article 9.

ABSTRACT: The Efficient Market Hypothesis postulates that stock prices are unpredictable and complex, so they are challenging to forecast. However, this study demonstrates that it is possible to ...