Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

(a) You are given a set of news documents with class labels as follows in Table Q1-1. Document ID 1 2 3 4 5

 (a) You are given a set of news documents with class labels as follows in Table Q1-1. Document ID 1 2 3 4 5 6  

(a) You are given a set of news documents with class labels as follows in Table Q1-1. Document ID 1 2 3 4 5 6 Text Class I like orange A He played basketball B The orange farm is close A Basketball match winner Love this game Like basketball Table Q1-1: News documents B ? You are asked to use a naive Bayes classifier to decide whether the test document ID 6 'Like basketball' belongs to class A or B. Answer the following questions: (i) Estimate the probabilities using Maximum Likelihood Estimation (with Laplace smoothing). Which class does the test document ID 6 belongs to? Answer with fractions. (6 marks)

Step by Step Solution

There are 3 Steps involved in it

Step: 1

To address your question lets use the Naive Bayes classifier with Laplace smoothing We will calculate the probabilities that the test document ID 6 Li... blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Applied Regression Analysis And Other Multivariable Methods

Authors: David G. Kleinbaum, Lawrence L. Kupper, Azhar Nizam, Eli S. Rosenberg

5th Edition

1285051084, 978-1285963754, 128596375X, 978-1285051086

More Books

Students also viewed these Programming questions

Question

What is the difference between narcolepsy and sleep apnea?

Answered: 1 week ago