Nature

Classification and regression model to manage the hospitalization for laparoscopic cholecystectomy

Gallstone disease (GD) is one of the most common morbidities in the world. Laparoscopic Cholecystectomy (LC) is currently the gold standard, performed in about 96% of cases. The most affected groups ...
Nature

A multi-task learning approach combining regression and classification tasks for joint feature selection

Multi-task learning (MTL) is a learning paradigm that enables the simultaneous training of multiple communicating algorithms, and has been widely applied in the biomedical analysis for shared ...
CU Boulder News & Events

Exploring the Use of Vulnerability-Based Analyses with Classification and Regression Trees in Reclamation's Mid-Term Operational Projections

The Bureau of Reclamation (Reclamation) projects 2 – 5-year Colorado River Basin (CRB) system conditions for stakeholders using their Colorado River Mid – Term Modeling System (CRMMS). As inputs, this ...
CU Boulder News & Events

Regression and Classification Course

This online data science course will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and determining whether other options will provide certain ...
Scientific Research Publishing

Unique and Common Effects of Financial Ratios on Financial Risk Estimation ()

Financial Risk, Financial Ratios, Communality Analysis, Unique Effects, Common Effects, Regression Analysis, Finnish Firms ...