Predicting trucking accidents with truck drivers 'safety climate perception across companies: A transfer learning approach

no code implementations • 19 Feb 2024 • Kailai Sun, Tianxiang Lan, Say Hong Kam, Yang Miang Goh, Yueng-Hsiang Huang

Using the safety climate survey data from seven trucking companies with different data sizes, we show that our proposed approach results in better model performance compared to training the model from scratch using only the target company's data.

Transfer Learning