Cai Cai's Machine Learning Sklearn Class: Understandable from Scratch, from Model Invocation to Practical Implementation

The design of sklearn follows the "Swiss Army Knife" principle, integrating six core modules: Data Preprocessing: Similar to ...
Intuit on MSN

6 steps to train an AI model to do whatever you want

A recent study shows that 1 in 5 people use AI every day. From the chatbot helping you budget smarter to the recommendations ...
Scientific Research Publishing

Machine Learning for Financial Risk Management: Modeling Time-Varying Factor Sensitivities Using Factor Variational Autoencoders ()

Accurate measurement of time-varying systematic risk exposures is essential for robust financial risk management.
IEEE

Optimizing Lung Cancer Detection: The Synergy of Support Vector Machine and Random Forest

Abstract: Lung cancer is still a major cancer killer globally and finding the disease at an early stage is crucial to success. The objective of this work is to improve the accuracy of the lung cancer ...
GitHub

Applied-Machine-Learning-Lab/AMAR

This is the code of the paper 'Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation' (Accepted by AAAI 2025).
IEEE

Enhancing Breast Cancer Diagnosis: A Random Forest-Based Approach to Machine Learning

Abstract: Breast cancer is most lethal cancers in women globally making it important to design effective and precise diagnostic tools. The old ways of diagnosing breast cancer include mammography as ...
Frontiers

Investigating the feasibility of machine learning to guide personalized red blood cell (RBC) transfusion: analyzing the heterogeneity of RBC transfusion in septic patients with ...

1 Department of Critical Care Medicine, Jiangdu People’s Hospital Affiliated to Yangzhou University, Yangzhou, China 2 Department of Emergency Medicine, Yangzhou Jiangdu Traditional Chinese Medicine ...
Scientific Research Publishing

Breiman, L. (2001) Random Forests. Machine Learning, 45, 5-32.

ABSTRACT: In the past decade, Internet Of Things (IOT) technology has become one of the fastest-growing and most widely used technologies and is rapidly becoming a basic feature of global civilization ...