Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Recall that PCA finds a direction w in which the projected data has highest variance by solving the following program: max w:||w||2=1 w T w.

Recall that PCA finds a direction w in which the projected data has highest variance by solving the following program:

max w:||w||2=1 w T w.

Here, is a covariance matrix. You are given a dataset of two 2-dimensional points (1, 3) and (4, 7). Draw the two data points on the 2D plane. What is the first principal component w of this dataset?

image text in transcribed

Recall that PCA finds a direction w in which the projected data has highest variance by solving the following program: maxw:w2=1wTw. Here, is a covariance matrix. You are given a dataset of two 2-dimensional points (1,3) and (4,7). Draw the two data points on the 2D plane. What is the first principal component w of this dataset

Step by Step Solution

There are 3 Steps involved in it

Step: 1

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_2

Step: 3

blur-text-image_3

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

Building Database Driven Catalogs

Authors: Sherif Danish

1st Edition

0070153078, 978-0070153073

More Books

Students also viewed these Databases questions

Question

suggest a range of work sample exercises and design them

Answered: 1 week ago