Data Mining Classification: Basic Concepts and

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Data Mining Classification: Basic Concepts and Techniques Lecture Notes for Chapter 3 Introduction to Data Mining, 2nd Edition by Tan, Steinbach, Karpatne, Kumar 212021 Introduction to Data Mining, 2nd Edition 1 Classification: Definition

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01
Data Mining Classification: Basic Concepts and Techniques Lecture Notes for Chapter 3

Introduction to Data Mining, 2nd Edition
by
Tan, Steinbach, Karpatne, Kumar 2/1/2021 Introduction to Data Mining, 2nd Edition 1<br>
02
Classification: Definition Given a collection of records (training set )
Each record is by characterized by a tuple (x,y), where x is the attribute set and y is the class label
x: attribute, predictor, independent variable, input
y: class, response, dependent variable, output

Task:
Learn a model that maps each attribute set x into one of the predefined class labels y 2/1/2021 Introduction to Data Mining, 2nd Edition 2<br>
03
Examples of Classification Task 2/1/2021 Introduction to Data Mining, 2nd Edition 3<br>