As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a set of project templates that can be used to support regression ML problems using R. Version… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
