Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

This article proposes an automated approach based on multivariate fast iterative filtering (MvFIF) and an ensemble machine learning model to recognize cross-subject emotions from electroencephalogram ...

Distributed Learning is pivotal for training extensive deep neural networks across multiple nodes, leveraging parallel computation to hasten the learning process. However, it faces challenges in ...

Besides trimming and winsorizing, there are other methods to deal with outliers in regression, such as transforming the data, using robust estimators, or adding dummy variables.