Model Development We compared the performance of a multinomial logistic regression model and two machine learning model types: penalized logistic regression (elastic net) and random forest. The ...

EHR data may be particularly suitable for machine learning (ML) techniques, as such algorithms can process high-dimensional data and capture nonlinear relationships between variables. By comparison, ...

In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...