Watch our “WhyR 2020” Webinar Presentation on Youtube for an introduction! Find the slides here. mlr3pipelines is a free and open source software project that encourages participation and feedback. If ...

Dinosaur footprints are iconic fossils, but it is challenging to identify their makers. This is illustrated by a long-standing debate about whether some footprints from the Late Triassic-Early ...

The Master of Information Management and Systems (MIMS) program educates information professionals to provide leadership for an information-driven world. The Master of Information and Data Science ...

The assumption of unstructured “noise,” i.e., that the complement of what is considered an interesting “signal” in a certain dataset is pure randomness, has pervaded analytical studies in ...

dSt Paul's Hospital, University of British Columbia Centre for Heart Lung Innovation, BC, Canada eDepartment of Medicine (Division of Respirology), University of British Columbia, Vancouver, BC, ...

As a data-driven dimensionality reduction and visualization tool, t-distributed stochastic neighborhood embedding (t-SNE) has been successfully applied to a variety of fields. In recent years, it has ...

Statistical machine learning methods are increasingly used for neuroimaging data analysis. Their main virtue is their ability to model high-dimensional datasets, e.g., multivariate analysis of ...

The purpose of this project is to provide insight in the comparative performance of classifiers using the prevalent machine learning algorithms and feature extraction techniques in the field of ...