Question: QUESTION : What is the difference between a learning algorithm and a hypothesis? Write down one possible hypothesis for a linear regression problem in which

QUESTION :

What is the difference between a learning algorithm and a hypothesis? Write down one possible hypothesis for a linear regression problem in which the input dimension is d=3

ANSWER :

"A learning algorithm is a procedure or set of instructions used to find an approximate solution to a problem, such as finding a hypothesis that fits a given dataset. A hypothesis, on the other hand, is a statement or function that describes the relationship between inputs and outputs in a problem.

One possible hypothesis for a linear regression problem with input dimension d=3 is a linear function of the form h(x) = w1(x1) + w2(x2) + w3(x3) + b where w1, w2, w3 and b are parameters to be learned from the data.

IDENTIFY WHETHER THE ANSWER TO THE ABOVE QUESTION IS CORRECT OR NOT AND EXPLAIN WHY?

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!

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...

Mechanical Engineering Department ME 406- Manufacturing and Design Project B (Engineering Statistics and Manufacturing) Title of the Project Engineering Statistics, Quality Control, Regression...

Machine learning MCQS QUESTION 20 on the correlation Which approach is based measurements within a system? Signal based method Model Based method Data driven method None of the mentioned 0.5 points...

file:///C:/Users/SAMBRY~1/AppData/Local/Temp/INFO_4150_Lin_Reg_Teach-1.html I need some help with this homework problem. Thanks!! Matrices and Vectorization: y = [y] where Xo = 1 always and assume =...

Having trouble with this homework, will give positive review. Thanks! file:///C:/Users/SAMBRY~1/AppData/Local/Temp/INFO_4150_Lin_Reg_Teach.html Matrices and Vectorization: y = [y] where Xo = 1 always...

RESEARCH DESIGN We have already discussed potential problems with measurement: reliability, internal validity, and external validity. Internal validity and external validity can also apply to...

This question involves the use of AGGREGATE linear PYTHOIN regression on the Auto data set. (a) Perform a simple linear regression with mpg as the response and horsepower as the predictor. Describe...

(a) In SystemVerilog, what is the difference between: (i) The ternary operator ? and if...then...else statements? [2 marks] (ii) always_ff and always_comb? [2 marks] (iii) Blocking, non-blocking and...

I WILL REJECT AND REPORT THE ANSWER. ANSWER ALL THE QUESTIONS IN DETAILS What is the maximum segment length of a 100Base-FX network, The last character ('X', etc) refers to the line code method used....

answer all questions promptly What is the maximum segment length of a 100Base-FX netdwork,Thelast character('X', etc) refers to the line code method used. Line code is a pattern of voltage, current...

Grete Rodewald formed a dog grooming and training business called Grete Kanines on September 1, 2021. After consulting with a friend who had taken introductory accounting, Grete created a chart of...

1. The real added value of the author's research on residential real estate properties is quantifying people's preferences of different transport services. True. False. 2. Regression is a statistical...

6. Which of the following is true about an exothermic reaction? (a) Exothermic reactions always involve oxygen. (b) Exothermic reaction is another name for combustion. (c) Exothermic reactions take...

5. Develop a scenario comparing two PH programs and involving the use of a CBA.

Performance management. Structural instruments such as wages and salaries, job design and the management of cooperation between individuals and groups are employed; the Harzburg model involving job...

Human resource development. Further education often follows after the initial dual system of craft and commercial apprenticeship which involve in-house and vocational school training.

Co-determination: aimed at controlling economic power by giving labour and capital a more equal status and bringing democracy to companies. Employees are represented at above-company level in...