Ya Fang Wang
Biographic Data
| ID | 10240725 |
|---|---|
| NAME | Ya Fang Wang |
| GIVEN NAMES | Ya Fang |
| FAMILY NAME | Wang |
| SIGNATURE | WANG Y F |
| AFFILIATIONS | Yancheng Teachers University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
A prediction method for older adult care service demand combining improved RF algorithm and logistic regression
Introduction: With the acceleration of global aging, the accurate prediction of care service demand for older adults is of significant importance for optimizing resource allocation. Traditional prediction methods often lack sufficient accuracy when dealing with high-dimensional and nonlinear health data. Methods: A prediction model integrating an improved random forest (RF) algorithm and logistic regression (LR) is proposed. The method introduces…
No prominent works on this page.
A prediction method for older adult care service demand combining improved RF algorithm and logistic regression
Introduction: With the acceleration of global aging, the accurate prediction of care service demand for older adults is of significant importance for optimizing resource allocation. Traditional prediction methods often lack sufficient accuracy when dealing with high-dimensional and nonlinear health data. Methods: A prediction model integrating an improved random forest (RF) algorithm and logistic regression (LR) is proposed. The method introduces…
Demand forecasting (1 work) · Insurance, Mortality, Demography, Risk Management (1 work) · Intergenerational Family Dynamics and Caregiving (1 work) · Logistic regression (1 work) · Predictive modelling (1 work) · Regression analysis (1 work) · Resource allocation (1 work) · Technology Use by Older Adults (1 work)