Part One: Football Prediction - Beating the Bookies with Machine Learning
By Dick Lee
4.5/5
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Currently unavailable
Currently unavailable
About this ebook
If you are looking forward to creating a football prediction system with accuracy better than that of the traditional approaches or your existing unsatisfactory betting systems, this book is for you!
If you don't have any football betting systems yet but wish to create one with high prediction results, this book is also for you.
This book is designed for anyone interested in AI betting. The book is divided into two parts. The first part of the book is about the fundamental of Artificial Intelligence models and data preparation procedures.
Since the application of Artificial Intelligence (AI) to analyze football game data has received a lot of attention recently and they can learn and adapt to many different tasks and make complex predictions, this advanced approach promises high prediction results!
With this book, I will guide you on how to build an advanced football prediction system by using AIs easily and practically, from the theoretical aspect to placing your first bets.
This book is concise and easy to understand. It is suitable for any level from beginners to experts. The book will also teach you everything about the fundamental of AIs.
Most importantly, the book will introduce you to free websites for data collection and also introduce you to a powerful AIs' software that is completely free of charge. So you can develop your own football prediction system without spending a penny!
You will also learn the software step-by-step graphically and easily from scratch. And you are assumed that you have never used this software before.
In the end, a bonus is given to you!
This e-book is based on the research paper referred at the end of the book:
"ABSTRACT: Predictive systems have been employed to predict events and results in virtually all walks of life. Football results prediction in particular has gained popularity in recent years. Statistical approaches have shown complex and low prediction results. Data mining tools with insufficient features, however, have also yielded low predictions. In our research, knowledge discovery in databases (KDD) has been used to develop a football match result predictive model by gathering 9 features that affect the outcome of football matches. We constructed a more comprehensive system with an improved prediction accuracy by using the features that directly affect the result of a football match. Our prediction system for football match results was implemented using both artificial neural network (ANN) and logistic regression (LR) techniques with Rapid Miner as a data mining tool. The technique yielded 85% and 93% prediction accuracy for ANN and LR techniques respectively. With this output, it is observed that the prediction accuracy is higher than those of existing systems."
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Reviews for Part One
7 ratings3 reviews
- Rating: 5 out of 5 stars5/5Very informative read for anyone interested in AI betting. This book will definitely pay for itself many times over, be they're a beginner or seasoned pro.
1 person found this helpful
- Rating: 5 out of 5 stars5/5Very good elaborated book,in my opinion I strongly recommend it
1 person found this helpful
- Rating: 5 out of 5 stars5/5The book is excellent. Everyone can learn from the book from new bettors to serious pros how to use AI techniques to predict football games outcome so i encourage people to read the books
1 person found this helpful