Types of Data

In statistical machine learning, pattern recognition and data mining, data is represented as a pattern matrix or data matrix. We illustrate it using the data in Figure 2.1 which is represented using the matrix shown in Table 2.1. Note that in Table 2.1, there are eight patterns which are represented...

Full description

Saved in:
Bibliographic Details
Published inIntroduction To Pattern Recognition And Machine Learning Vol. 5; p. 1
Main Authors Murty M Narasimha, Devi V Susheela
Format Book Chapter
LanguageEnglish
Published Singapore World Scientific 2015
World Scientific Publishing Company
Co-Published with Indian Institute of Science (IISc), Bangalore, India
SeriesIISc Lecture Notes Series
Subjects
Computer Hardware Engineering
Embedded Systems & Programming
General References
Pattern recognition
Software Engineering
Online AccessGet full text
ISBN9814335452
9789814335454
9814656275
9789814335461
9814335460
9789814656276
DOI10.1142/9789814335461_0002

Cover

More Information
Summary:In statistical machine learning, pattern recognition and data mining, data is represented as a pattern matrix or data matrix. We illustrate it using the data in Figure 2.1 which is represented using the matrix shown in Table 2.1. Note that in Table 2.1, there are eight patterns which are represented using height in feet and weight in Kilograms. There are two classes labeled chair and human corresponding to a possible collection of chairs and humans; each class has four patterns in this example collection. Each pattern is represented as a point in the two-dimensional space, where weight is the first (X1) feature and height is the second (X2) feature.
ISBN:9814335452
9789814335454
9814656275
9789814335461
9814335460
9789814656276
DOI:10.1142/9789814335461_0002