Question: After obtain a feature matrix with lower dimension with Principal Component Analysis, which of the following is correct? The feature matrix must carry all information

After obtain a feature matrix with lower dimension with Principal Component Analysis, which of the following is correct?
The feature matrix must carry all information presented in the data
The feature matrix may not carry all information presented in the data
The feature matrix still have interpretability
The feature matrix lose interpretability

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

You work in a senior manager role at an online automobile dealership. Significant restructuring has recently occurred, and you must manage the sales and customer support departments. The departments...

Q:

Jupyter NoteBook Once we decide to measure more than three features per input vector, it can become challenging to understand how a network is learning to solve such a problem since we can no longer...

Q:

MATHEMATICS FOR MACHINE LEARNING Marc Peter Deisenroth A. Aldo Faisal Cheng Soon Ong Contents Foreword 1 Part I Mathematical Foundations 9 1 Introduction and Motivation 11 1.1 Finding Words for...

Q:

Please do what ever you can. Don't worry about answering the whole question. The data analysed in this question constitutes 6 measurements of 90 motor cyclists, and 3 motor cyclist groups: group 1 =...

Q:

READ AND SUMMARIZE ARTICLE ANALYZING A PHARMACEUTICAL PRODUCTS KEY DRIVERS Tracking studies are a staple of marketing research. They are especially popular when there are only two or three high...

Q:

READ AND SUMMARIZE ARTICLE ANALYZING A PHARMACEUTICAL PRODUCTS KEY DRIVERS Tracking studies are a staple of marketing research. They are especially popular when there are only two or three high...

Q:

To begin, you need to define a main ( filename , filter _ value, type _ of _ card ) function that will read the dataset and store the transaction records in data and call the below functions to...

Q:

Managing Service Quality: An International Journal Service quality in automated teller machines: an empirical investigation Bedman Narteh Article information: Downloaded by QATAR UNIVERSITY At 22:38...

Q:

Responsibility Center Presentation Imagine you have been selected by your manager to present a training session to a group of new employees. The new hires do not have accounting backgrounds and have...

Q:

I need these three questions answered please? I am attaching the Budget Analysis and the CAFR for Georgia for reference. These questions are pertaining to the assignment labeled CAFR Budget Analysis....

Q:

I need these three questions answered please? I am attaching the Budget Analysis and the CAFR for Georgia for reference. These questions are pertaining to the assignment labeled CAFR Budget Analysis....

Q:

How does owners equity fit into the accounting equation?

Q:

Quality Center began operations on July 1. It uses a perpetual inventory system. During July the company had the following purchases and sales. Instructions (a) Determine the ending inventory under a...

Q:

David Duckworth ( defendant ) borrowed $ 1 . 1 million from the State Bank of Toulon ( the Bank ) ( plaintiff ) . Although this was a single transaction, the transaction included two separate...

Q:

Matties Discount Store sells furniture. They bought a laptop for the receptionist for R7 590 (including VAT) on credit from Diya Computers. The VAT rate is 15% and Matties Discount Store is a...

Q:

14-15 Classify and describe the problems encountered by the UCMS projects. What management, organization, and technology factors were responsible for these problems?

Q:

14-14 Why was unemployment compensation modernization a risky project in Pennsylvania? Identify the key risk factors.

Q:

14-13 Assess the importance of the Unemployment Compensation Modernization System project for the state of Pennsylvania.