Although liver cancer is the second most common cause of death from cancer worldwide, because of the limited accuracy and interpretability of extracted classi�

Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs have shown good performance in a number of applications, incl

Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundatio

Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, t

This book is intended for anyone, regardless of discipline, who is interested in the use of statistical methods to help obtain scientific explanations or to pre