Human Activity Recognition on Smartphones using Innovative Logistic Regression and Comparing Accuracy of Extra Gradient Boost Algorithm

Human Activity Recognition on Smartphones using Innovative Logistic Regression and Comparing Accuracy of Extra Gradient Boost Algorithm

This work uses innovative logistic regression and extra gradient boost to compare and enhance human activity recognition for walking and sitting.Novel logistic regression and Extra Gradient Boost are applied with distinct training and testing splits to predict human activity identification.From each...

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Bibliographic Details
Main Authors: Reddy L. Anand Kumar, Padmakala S.
Format: Article
Language:English
Published: EDP Sciences 2024-01-01
Series:E3S Web of Conferences
Subjects:
innovative logistic regression
extra gradient boost
machine learning
physical abuse
smartphones
multiple cameras
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/21/e3sconf_icecs2024_03024.pdf

Internet

https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/21/e3sconf_icecs2024_03024.pdf

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