שמעון ליאור רוקח

אקדמי בכיר

Introduction to Supervised Methods.

Oded Maimon, Lior Rokach
This chapter summarizes the fundamental aspects of supervised methods. The chapter provides an overview of concepts from various interrelated fields used in subsequent chapters. It presents basic definitions and arguments from the supervised machine learning literature and considers various issues, such as performance evaluation techniques and challenges for data mining tasks
שפת פרסום אנגלית
דפים 149-164
סטטוס פרסום פורסם - 2005

Keywords

Attribute
Classifier
Inducer
Regression
Training set
Supervised Methods
Instance Space
Sampling
Generalization error
גישה למסמך
10.1007/0-387-25465-X_8