Statistical Classification - Fundamentals and Applications

Fouad Sabry

Maison d'édition: One Billion Knowledgeable

Synopsis

What Is Statistical Classification
 
In the field of statistics, the problem of classification refers to the task of determining which of a number of categories (sub-populations) an observation belongs to. Assigning a particular email to the "spam" or "non-spam" class is one example; another is providing a diagnosis to a patient on the basis of observed features of that patient.
 
How You Will Benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Statistical classification
 
Chapter 2: Supervised learning
 
Chapter 3: Support vector machine
 
Chapter 4: Naive Bayes classifier
 
Chapter 5: Linear classifier
 
Chapter 6: Decision tree learning
 
Chapter 7: Generative model
 
Chapter 8: Feature (machine learning)
 
Chapter 9: Multinomial logistic regression
 
Chapter 10: Probabilistic classification
 
(II) Answering the public top questions about statistical classification.
 
(III) Real world examples for the usage of statistical classification in many fields.
 
(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of statistical classification' technologies.
 
Who This Book Is For
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of statistical classification.

Disponible depuis: 23/06/2023.

Longueur d'impression: 129 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

Future Care - Sensors Artificial...

Dr. Jag Singh

WITH A FOREWORD BY SIDDHARTHA MUKHERJEE A renowned cardiologist and Harvard professor spells out the future digital shift of medicine — and how it will impact the lives not only of patients and health care professionals but of all humans. Future care is virtual care: sensor-aided, digitally enabled, and powered by predictive analytics. Like most facets of modern life, human organs, too, are being digitally monitored. Sensors are well on their way to helping us proactively capture the information needed to predict and prevent disease. Paired with the medical world’s growing emphasis on wellness and prevention, the digital revolution will help us effectively monitor and address the chronic diseases that have been the Achilles’ heel of the health care system to date. This large-scale transition is not only going to reshape the patient-physician relationship but also dramatically change how hospitals and the business of medicine operate. Dr. Singh explores the upswell of virtual care, the evolving role of sensors, and the impact of artificial intelligence in medicine and health care through cutting-edge science, big idea projections, and patient stories. Using anecdotes from his own COVID-19 illness and medical practice, Dr. Singh shows that the success of the digital revolution in medicine is dependent on our ability to understand and adapt to this changing landscape. Future Care provides fascinating insights into how health care can become sensible, affordable, and practical and why everyone needs to become a part of the solution. It is an important and timely contribution to the ongoing and increasingly urgent conversation about medicine, technology, and health care.

Voir livre

Chemistry 2e - (OpenStax Audio...

Paul Flowers, Klaus Theopold,...

This audiobook is narrated by an AI Voice.  
The OpenStax Chemistry 2e audio textbook is produced by Audileo, an official OpenStax Technology Partner. 
Chemistry 2e is designed to meet the scope and sequence requirements of the two-semester general chemistry course. The textbook provides an important opportunity for students to learn the core concepts of chemistry and understand how those concepts apply to their lives and the world around them. The book also includes a number of innovative features, including interactive exercises and real-world applications, designed to enhance student learning. 
The second edition has been revised to incorporate clearer, more current, and more dynamic explanations, while maintaining the same organization as the first edition. Substantial improvements have been made in the figures, illustrations, and example exercises that support the text narrative. 
The OpenStax Chemistry 2e audiobook was produced by https://audileo.com. You can access the textbook as a PDF for free at openstax.org. Some editorial changes were made to ensure a better listening experience. Some chemical formulas and various examples were ommited form this audiobook. This is an open educational resource (OER) textbook for university and college students. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License. Go to https://audileo.com/openstax-chemistry-2e-audiobook/ for the latest updates.

Voir livre

How To Turn Back Time

Michael Mathiesen

A new theory of Time Wave Modulation and the Time Doppler Effect. Could have an impact as big or bigger than when Einstein published his General Theory of Relativity. Your aid and support is requested in helping the author get the proof of his theory of Time Waves through the upcoming European Space Agency's (ESA) huge new Laser Interferometer Space Antenna (LISA)   
If you have ever thought about turning back time to solve one of the greatest mysteries in your life - this book is for you! 
When this brave new theory is proven by the largest scientific experiment in history - over 15 million Kilometers sent into space, if you own this book, you'll be able to explain the science that will change everything to your friends and family.  Einstein's theory of Relativity is one of the greatest new science of the last century.  Michael Mathiesen's new theory of Time Wave Relativity will be the most important new science of this century.

Voir livre

Ancient Secrets: How Food Shaped...

Cyrus Greymont

Ancient Secrets: How Food Shaped Our Humanity 
⭐️⭐️ Simplified Guide & Explanations Included ⭐️⭐️  
Are you eager to advance in your career while deepening your understanding of how food has influenced our humanity throughout history?   
Searching for a comprehensive resource that covers all the essential elements to uncover nature’s secrets and enhance your grasp of our journey?   
Your quest ends here!   
This guide is your ultimate companion for enriching your knowledge, applying your insights, and engaging in practical exercises that prepare you for success.   
Updated for the latest insights on the relationship between food and humanity.   
Key features of this enriched guide:  
- In-depth insights about understanding humanity through food   
- Detailed exploration of how culinary practices have shaped societies   
- Effective strategies for leveraging food knowledge to inform your perspective   
Our guide stands out with comprehensive coverage, which is crucial for your understanding and mastery. Concepts are not just briefly touched upon; they are explored with depth and clarity.   
Crafted with a clear organizational structure and accessible language, our guide ensures smooth transitions between topics. Say goodbye to complicated jargon and embrace straightforward, precise, and well-researched content.   
So, why wait? Click the BUY NOW button, secure your guide, and embark on your journey to uncover the ancient secrets of food and its impact on our humanity!

Voir livre

The Hidden Plague - A Holistic...

Tara Grant

Have you been plagued with boils, cysts, ingrown hairs, and acne-like bumps that take months to resolve, leave embarrassing scars, and cause considerable pain? Have you been to the doctor, only to leave with a prescription for antibiotics, few answers, and little to no hope? Hidradenitis supprativa (HS) is a poorly understood skin condition that is believed to affect nearly 12 million people in the US alone. Only a small fraction of those affected have been properly diagnosed, leaving many others to suffer in silence or pursue ill-advised conventional treatment methods that fail to address the cause of this painful condition. Tara Grant, a twenty-year sufferer of HS, has become an underground legend to her Internet community of HS victims by presenting a methodical, self-tested action plan to heal naturally. The centerpiece of her holistic approach rests on the understanding that HS is an autoimmune disorder caused by leaky gut syndrome. With a few simple dietary changes that eliminate certain trigger' foods, you can heal your gut, restore your skin, reclaim your health, and rid yourself of HS symptoms forever. That means no antibiotics, no experimental surgeries, and no more pain, suffering, or confusion.
You will learn to adopt a big picture perspective about disease and dysfunction, and understand how autoimmunity (the body attacking itself in an adverse manner) represents the root cause of many frustrating chronic health conditions. By modifying your diet and other lifestyle habits, you can break free from the suffering, frustration and uncertainty that seems to go hand in hand with autoimmune conditions and skin conditions like HS in particular. The Hidden Plague is a fabulous and comprehensive resource for not just HS specifically, but many other related inflammatory and autoimmune conditions.

Voir livre

Fifty Percent of Mountaineering...

Susanna Pfisterer

Winner of the Alberta Readers' Choice Award! 
 
Fifty Percent of Mountaineering Is Uphill is the enthralling true story of Jasper's Willi Pfisterer, a legend in the field of mountaineering and safety in the Rocky Mountains. For more than thirty years, Willi was an integral part of Jasper's alpine landscape, guiding climbers up to the highest peaks, and rescuing them from perilous situations. 
 
Originally from Austria, this mountain man came to Canada in the 1950s to assail the Rockies, and stayed to become an integral part of mountain safety in Western Canada and the Yukon. His daughter, Susanna Pfisterer, has shaped his stories and lectures as an engaging and educational adventure story. Accompanied by the humorous wisdom of the "Sidehillgouger," listeners will traverse an historical and spectacular terrain.

Voir livre