Now, McDonald's team and the Ovarian Cancer Institute are using ensemble-based machine learning algorithms to predict how patients will respond to cancer-fighting drugs with high accuracy rates.

Ensemble methods For a machine learning ensemble, you must make sure your models are independent of each other (or as independent of each other as possible). One way to do this is to create your ...

Machine learning and deep learning have been widely ... Speaking of choosing algorithms, there is only one way to know which algorithm or ensemble of algorithms will give you the best model ...

Early prediction of in-hospital pneumonia mortality can effectively be done using a machine learning (ML) model based on clinical data.

An ensemble machine learning algorithm may help identify possible treatments for people whose depression did not respond to antidepressants. Image: Adobe Stock Joshua Curtiss, PhD, a postdoctoral ...

One of the current hot research topics is the combination of two of the most recent technological breakthroughs: machine ...

Machine learning algorithms are the engines of machine ... The difference is that instead of generating an ensemble of randomized trees (RDFs), gradient tree boosting starts with a single decision ...