1. Suppose the following historic data is available that can be used to predict if someone wouldrepay their loan.Owns HasRepaysLoanNameHouse JobDrinkerSam11Tim1Ann1JimDesign and describe a linear classifier model by hand for the given loan dataset to predict if someonewould repay a loan or not. What is the classification accuracy of your classifier? No program needed.Apply gradient descent on LMSE to update weights, show accuracy before and after the update. Pick anappropriate learning rate.

Loan - A loan is a resource that a business holds. The lender receives the money once the borrower…

Answered: 1. Suppose the following historic data…

FINANCIAL ACCOUNTING

10th Edition

ISBN:9781259964947

Author:Libby

Publisher:Libby

Chapter1: Financial Statements And Business Decisions

Section: Chapter Questions

Problem 1Q

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1. Suppose the following historic data is available that can be used to predict if someone would repay their loan. Name Sam Tim Ann Jim Has Owns House Job 1 1 0 0 110 0 Drinker 1 0 0 1 Repays Loan