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SVM

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SVM

#svm·0 followers·29 articles

SVM

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Saket Khopkar

learnaimldswithsk.hashnode.dev·Apr 18, 2025

Apr 18, 2025

Day 13: Mastering Support Vector Machines (SVM)

Let’s say you’re a bouncer at a nightclub. People arrive, and based on their outfit and age, you decide if they belong in the “VIP” area or the “General” crowd. Now, you want to draw a line (mentally or on paper) that clearly separates these two grou...

Day 13: Mastering Support Vector Machines (SVM)

Discuss·1 read

Data Science and Big Data

Khushal Jhaveri

Khushal Jhaveri

building-an-ai-that-understands-emotions.hashnode.dev·Apr 15, 2025

Apr 15, 2025

📦 How I Used TF-IDF, Word2Vec, and MLPs to Analyze Sentiment in Amazon Reviews

So during one of my early NLP experiments, I came across a massive dataset of Amazon product reviews, and thought — can I train a model to automatically detect whether a review is positive, negative, or neutral? I knew that many people had done senti...

Discuss·15 reads

Tushar Pant

tusharpant.online·Feb 23, 2025

Feb 23, 2025

Support Vector Machines (SVM)

Introduction Support Vector Machines (SVM) are one of the most powerful and versatile supervised learning algorithms used for classification and regression tasks. They are known for their effectiveness in high-dimensional spaces and work well even wh...

Support Vector Machines (SVM)

Discuss·5 reads

Machine Learning

Omkar Kasture

omkarkasture.hashnode.dev·Jan 09, 2025

Jan 09, 2025

Introduction To Support Vector Machine

What is SVM? In this blog we are going to cover the "out of the box" machine learning technique called support vector machine. I used out of the box because it is different than all models covered till now. The flow of learning will be like this Max...

Introduction To Support Vector Machine

Discuss·8 likes·14 reads

The Ultimate Machine Learning Guide

Jyotiprakash Mishra

Jyotiprakash Mishra

blog.jyotiprakash.org·Jan 03, 2025

Jan 03, 2025

Introduction to Support Vector Machines (SVMs)

Support Vector Machines (SVMs) are a powerful and versatile family of machine learning models, initially developed by Vladimir Vapnik and his collaborators in the 1990s. These models are best known for their ability to handle both linear and non-line...

Discuss·682 reads

govinda tak

study-pcaclassification-breast-cancer.hashnode.dev·Nov 28, 2024

Nov 28, 2024

Comparative Study: PCA & Classification in Breast Cancer Detection

PCA-Based Classification for Breast Cancer Detection Early detection of breast cancer can significantly improve patient outcomes, making accurate diagnostic tools essential. Machine learning (ML) has revolutionized medical diagnostics by providing p...

Comparative Study: PCA & Classification in Breast Cancer Detection

Discuss·1 like·19 reads

Machine Learning

Fatima Jannet

mahia.hashnode.dev·Nov 01, 2024

Nov 01, 2024

ML Classification 3.4: Kernel SVM

Hello and welcome back to machine learning. Previously we learned about linear support vector machine algorithm. Today we’ll learn the kernel support vector algorithm. Let’s start Kernel SVM Intuition As you can recall, in the support vector machine ...

ML Classification 3.4: Kernel SVM

Discuss·1 like·65 reads

Machine Learning (Python)

Machine Learning

Fatima Jannet

mahia.hashnode.dev·Oct 30, 2024

Oct 30, 2024

ML Classification: Support Vector Machine (SVM)

Support Vector Machines (SVMs) were initially developed in the 1960s and refined in the 1990s. Currently, they are becoming very popular in machine learning because they have demonstrating that they are very powerful and somewhat different from other...

ML Classification: Support Vector Machine (SVM)

Discuss·3 likes·45 reads

Machine Learning (Python)

Machine Learning

ByteScrum Technologies

ByteScrum Technologies

blog.bytescrum.com·Sep 17, 2024

Sep 17, 2024

A Comprehensive Guide to Binary Classification in Machine Learning

Binary 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...

A Comprehensive Guide to Binary Classification in Machine Learning

Discuss·10 likes·268 reads

Machine Learning

Pronod Bharatiya

Pronod Bharatiya

data-intelligence.hashnode.dev·Sep 11, 2024

Sep 11, 2024

Optimization and Duality: Key Concepts for Understanding Support Vector Machines

Optimization lies at the heart of various real-world problems, from maximizing profits to minimizing resource usage. In this blog, we’ll delve into the world of optimization and duality, exploring their significance and application. We’ll use example...

Optimization and Duality: Key Concepts for Understanding Support Vector Machines

Discuss·52 reads

Machine Learning