Can I read Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series) on EtoBox?

Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series) by ENRIQUE GARCIA. CEJA is a nonfiction available to read on EtoBox.

What is Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series) about?

"Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records. The included examples demonstrate how to perform common data analysis tasks such as: data exploration, visualization, preprocessing, data representation, model training and evaluation. All of this, using the R programming language and real-life behavioral data. Even though the examples focus on behavior analysis tasks, the covered underlying concepts and methods can be applied in any other domain. No prior knowledge in machine learning is assumed. Basic experience with R and basic knowledge in statistics and high school level mathematics are beneficial. Features: Build supervised machine learning models to predict indoor locations based on WiFi signals, recognize physical activities from smartphone sensors and 3D skeleton data, detect hand gestures from accelerometer signals, and so on. Program your own ensemble learning methods and use Multi-View Stacking to fuse signals from hete

Who reads Behavior Analysis with Machine Learning Using R (Chapman & Hall/CRC The R Series)?

Author

ENRIQUE GARCIA. CEJA

Publisher

Chapman and Hall/CRC

Published

2021

Language

EN

ISBN

9781003203469

Category

nonfiction

Subjects

Business, Mathematics, Science