Build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic regression The Machine Learning Specialization is a ...

There are two major categories of problems that are often solved by machine learning: regression and classification. Regression is for numeric data (e.g. What is the likely income for someone with ...

The conventional LS-SVM and PSVM cannot be used in regression and multiclass classification applications directly ... and other regularization algorithms referred to extreme learning machine (ELM) can ...

Abstract: The classification of underwater ... The current work introduces a machine learning-based approach to distinguish between rocks and mines in sonar systems utilizing logistic regression. The ...

The course on Coursera titled "Supervised Machine Learning: Regression and Classification," part of the Machine Learning Specialization by DeepLearning.AI and Stanford Online, teaches foundational ...