Alternating Decision Tree: Fundamentals and Applications

· One Billion Knowledgeable · AI ナレーション: Mason(Google 提供)
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What Is Alternating Decision Tree


A categorization strategy that may be learned by machine learning is known as an alternating decision tree, or ADTree. It is connected to boosting and generalizes decision trees at the same time.


How You Will Benefit


(I) Insights, and validations about the following topics:


Chapter 1: Alternating Decision Tree


Chapter 2: Decision Tree Learning


Chapter 3: AdaBoost


Chapter 4: Random Forest


Chapter 5: Gradient Boosting


Chapter 6: Propositional Calculus


Chapter 7: Support Vector Machine


Chapter 8: Method of Analytic Tableaux


Chapter 9: Boolean Satisfiability Algorithm Heuristics


Chapter 10: Multiplicative Weight Update Method


(II) Answering the public top questions about alternating decision tree.


(III) Real world examples for the usage of alternating decision tree in many fields.


(IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of alternating decision tree' 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 alternating decision tree.

著者について

Fouad Sabry is the former Regional Head of Business Development for Applications at HP in Southern Europe, Middle East, and Africa (SEMEA). Fouad has received his B.Sc. of Computer Systems and Automatic Control in 1996, dual master’s degrees from University of Melbourne (UoM) in Australia, Master of Business Administration (MBA) in 2008, and Master of Management in Information Technology (MMIT) in 2010. 

Fouad has more than 20 years of experience in Information Technology and Telecommunications fields, working in local, regional, and international companies, such as Vodafone and IBM in Middle East and Africa (MEA) region. Fouad joined HP Middle East (ME), based in Dubai, United Arab Emirates (UAE) in 2013 and helped develop the software business in tens of markets across Southern Europe, Middle East, and Africa (SEMEA) regions. Currently, Fouad is an entrepreneur, author, futurist, focused on Emerging Technologies, and Industry Solutions, and founder of One Billion Knowledgeable (1BK) Initiative.

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ナレーション: Mason