Your training set is made up of the following 2-dimensional points: A: 0), (1,3), (3,0), (0,-2), (-2,0)}, where a', a², and a3 belong to class 1, and a“, a5 to Plot all samples into a 2-dimensional Cartesian axis system Calculate the Manhattan distance 1 between the test sample b=(0,C training set Use the K- Nearest Neighbor algorithm with K=1 to assign a class to Classify 'b' using K=5. Explain anhattan(a, b) = Ei la* – b'l, Vi = 1,2

Your training set is made up of the following 2-dimensional points: A: 0), (1,3), (3,0), (0,-2), (-2,0)}, where a', a², and a3 belong to class 1, and a“, a5 to Plot all samples into a 2-dimensional Cartesian axis system Calculate the Manhattan distance 1 between the test sample b=(0,C training set Use the K- Nearest Neighbor algorithm with K=1 to assign a class to Classify 'b' using K=5. Explain anhattan(a, b) = Ei la* – b'l, Vi = 1,2

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Intelligent Machines

Machines that use artificial intelligence to learn from the environment and past experiences to perform better in the presence of variability and uncertainty are called intelligent machines. Intelligence develops according to environment and experience. It is human-like behavior. When the computer system or any programmed machine learns from the inputs and corresponding outputs, it can be called an intelligent machine.

Question

Your training set is made up of the following 2-dimensional points: A={a', a², a³, a², a³}
{(1,0), (1,3), (3,0), (0,-2), (-2,0)}, where a', a², and a³ belong to class 1, and at, a5 to class 2.
(a) Plot all samples into a 2-dimensional Cartesian axis system
Calculate the Manhattan distance 1 between the test sample b=(0,0) and every a of the
(b)
training set
(c)
Use the K- Nearest Neighbor algorithm with K=1 to assign a class to 'b'. Explain
(d)
Classify 'b' using K=5. Explain
'Manhattan(a, b) = E; la² – b' , Vi = 1,2

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