Anix LynchProanixblog.hashnode.dev路Nov 5, 2024Logistic RegressionLogistic Regression Math Suppose we have a dataset showing the relationship between patient age ( \( x \) ) and whether or not they have a disease ( \( y \) ), where \( y = 1 \) means "has disease" and \( y = 0 \) means "no disease." Age \( x \)D...Discusslogistic regression
Aaronmylog.hashnode.dev路Oct 16, 2024Logistic Regression: A Gentle Introduction for Machine Learning BeginnersHave you ever wondered how machines make decisions? Whether it鈥檚 predicting if an email is spam, determining if a customer will buy a product, or estimating the likelihood of a disease, logistic regression plays a pivotal role in these predictions. I...Discuss路1 like路58 readsData Science
Omkar Kastureomkarkasture.hashnode.dev路Sep 30, 2024Introduction to Classification Models: Exploring Logistic RegressionIntroduction In this Article, we鈥檒l be diving into three important classification models: Logistic Regression K-Nearest Neighbors (KNN) Linear Discriminant Analysis (LDA) As mentioned earlier, there are two types of prediction problems: Regress...Discuss路10 likesThe Ultimate Machine Learning GuideMachine Learning
Riya Boseblogbyriyabose.hashnode.dev路Sep 25, 2024Mastering Classification Models: Advanced Techniques and Best PracticesPart - I https://blogbyriyabose.hashnode.dev/diving-deeper-into-machine-learning-a-detailed-exploration-of-regression-classification-and-clustering Part-II Classification models are essential tools in the machine learning arsenal, widely used across ...Discuss#ClassificationModels
Abdul-Salam Adebayoemployee-attrition-prediction.hashnode.dev路Sep 23, 2024How to Predict Employee Attrition Using Python and Logistic RegressionIntroduction Have you ever considered what it takes to build a resume-worthy project from the ground up? During my summer internship, I had the remarkable opportunity to delve into data science, which was truly enlightening. The endless nature of dat...Discuss路26 likes路111 readsData Science
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com路Sep 17, 2024A Comprehensive Guide to Binary Classification in Machine LearningBinary classification is a fundamental concept in machine learning where the goal is to classify data into one of two distinct classes or categories. It is widely used in various fields, including spam detection, medical diagnosis, customer churn pre...Discuss路10 likes路115 readsMachine Learningspam detection
Vamshi Avamshi.co路Sep 16, 2024Step-by-Step Guide to Logistic Regression for ClassificationWhat is Classification? When it comes to Machine Learning, the 2 most commonly used algorithms are Linear and Logistic Regression. In this article I'm going to explain the second most commonly used machine learning algorithm - Logistic Regression. In...Discusslogistic regression
Nischal Baidarnischalbaidar.hashnode.dev路Aug 23, 2024Day 9 - Placement Project: Logistic Regression馃搱Project Overview This project demonstrates the application of logistic regression to predict placement outcomes based on features such as CGPA and IQ scores. The goal is to build a predictive model that can accurately determine whether a student will...Discussendtoendproject
Debanjan Chakrabortysubspace.hashnode.dev路Jul 28, 2024Predicting Loan Approval Risk: A Comprehensive GuideIntroduction Predicting loan approval risk is a critical task for financial institutions. Accurate predictions can help banks and lenders minimize risks and make informed decisions. In this blog post, we will explore a comprehensive approach to build...Discussprediction
Ojas Aroraojas1423.hashnode.dev路Jul 20, 2024Machine Learning Basics: Simple Guide to Regression and Classification for BeginnersMachine learning (ML) is transforming industries by providing systems the ability to automatically learn and improve from experience without being explicitly programmed. This guide will introduce key concepts and techniques that form the backbone of ...Discuss路10 likesMachine Learning
