Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...

To develop a machine learning (ML) algorithm to predict survival probabilities for patients with epithelial ovarian cancer (EOC).Data were obtained from the SEER database for women diagnosed with EOC ...

In the course, students will learn to “data wrangle” (collect and clean data that suit their purposes) and expand their machine learning repertoire to include gradient boosting, neural networks, ...

The NFL Big Data Bowl attracts thousands of participants annually. Sponsored by the NFL, the competition provides player ...

Polymer research shows that machine learning can optimize tribological performance of epoxy coatings, with GBR outperforming ...

A machine learning gradient boosting regression system, also called a gradient boosting machine (GBM), predicts a single numeric value. A GBM is an ensemble (collection) of simple decision tree ...