IEEE

Improving Prediction Accuracy of Solar Radiation for Human Skin Protection using Linear Regression Algorithm Compared with Random Forest

Abstract: Solar radiation is of vital importance to environmental health, particularly concerning human skin exposure and protection. Too much ultraviolet (UV) radiation from the sun may cause sunburn ...
IEEE

Research on Entrepreneurial Project Evaluation Model Driven By Random Forest Algorithm and Big Data

Abstract: This research introduces an innovative approach that integrates Random Forest (RF) with Principal Component Analysis (PCA), a methodology we term Random-Principal Component Analysis (RPC).