Hallo! Tracked shipping to Netherlands with Delivery Duty Paid for just €7 

Ship to
Netherlands
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Developing a Predictive Model for Early Asthma Detection: The Machine Learning Approach.DE
Type
Physical Book
Publisher
Language
English
Format
Paperback
Dimensions
22x15 cm
ISBN13
9786209843365

Developing a Predictive Model for Early Asthma Detection: The Machine Learning Approach.DE

New Book Imported to Netherlands
Delivery: 13 Oct - 15 Oct Shipping: 14 to 15 business days.
€ 71,97
Import costs and 9% BTW included in the price ✅
€ 71,97

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Developing a Predictive Model for Early Asthma Detection: The Machine Learning Approach.DE"

Asthma is a chronic respiratory disease that significantly affects quality of life and increases healthcare burden worldwide. Early detection remains challenging, as traditional diagnostic methods are often reactive and fail to capture complex risk factors. This work presents a predictive model for early asthma detection using machine learning techniques. By integrating local clinical data with diverse online datasets, the study improves model generalizability and predictive accuracy.Three algorithms-Random Forest, Support Vector Machine, and Neural Networks-were implemented and evaluated using standard performance metrics. Results show that Random Forest and Support Vector Machine achieved the highest accuracy of 95%, demonstrating strong reliability, while Neural Networks achieved 92%.The study highlights the effectiveness of combining diverse datasets and classical machine learning models for accurate disease prediction. It provides a practical framework for early asthma detection, supporting improved clinical decision-making, timely intervention, and better patient outcomes.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Paperback.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews