GitHub

Linear Regression Practice Using Python

From the first 5 rows of the dataset, we can see that there are several columns available: species, island, bill_length_mm, bill_depth_mm, flipper_length_mm, body_mass_g, and sex. There also appears ...
Frontiers

Retrieving interpretability to support vector machine regression models in dynamic system identification

Interpretability of Support Vector Machine (SVM) or Neural Networks (NN) models, examples of black-box models, is a field of study that has recently gained attention, especially for the significant ...
IEEE

Support Vector Classification and Regression Using an Adaptive Quantum-Classical Dual Kernel

Abstract: This paper introduces a generalized quantum-classical dual kernel learning method for Support Vector Machines (SVMs), extending its application to both classification and regression tasks.
Seeking Alpha

Coinbase to buy Vector, expanding support for solana network

Crypto exchange Coinbase Global (COIN) agreed to acquire Vector, an onchain trading platform built on solana (SOL-USD), the company said on Friday. Integrating Vector's technology into Coinbase's ...
Scientific Research Publishing

Balakrishnan, V., Ramanathan, G., Zhou, S. and Wong, C.K. (2023) Optimized Support Vector Regression Predicting Treatment Duration among Tuberculosis Patients in Malaysia ...

ABSTRACT: Predicting knowledge of tuberculosis (TB) could imply several significant changes in the management, control and prevention of this disease. These would be based on advanced technological ...
IEEE

Multi-Class Classification of Code Injection Attacks Using the Support Vector Machine Algorithm

Abstract: Code injection attacks such as SQL Injection and Cross-Site Scripting remain among the most prevalent and dangerous threats to web applications. This study proposes a multi-class ...
InfoWorld

Visual Studio Code bolsters Copilot Chat, MCP support

VS Code 1.102, otherwise known as the June 2025 release, builds out GitHub Copilot Chat capabilities and finalizes support for the Model Context Protocol. The latest update to Visual Studio Code, ...
Scientific Research Publishing

Brereton, R.G. and Lloyd, G.R. (2010) Support Vector Machines for Classification and Regression. The Analyst, 135, 230-267.

ABSTRACT: Support vector regression (SVR) and computational fluid dynamics (CFD) techniques are applied to predict the performance of an automotive torque converter in the design process of turbine ...
Frontiers

Development and validation of an early predictive model for hemiplegic shoulder pain: a comparative study of logistic regression, support vector machine, and random forest

Objective: In this study, we aim to identify the predictive variables for hemiplegic shoulder pain (HSP) through machine learning algorithms, select the optimal model and predict the occurrence of HSP ...
Visual Studio Magazine

Linear Support Vector Regression Using C# with Particle Swarm Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
Hosted on MSN

Linear Regression In Python From Scratch | Simply Explained

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...