Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Gini impurity. Laurie Rech is a management accountant at Donnelly Bank, which has recently suffered significant loan losses. Rech and her team are worried that

Gini impurity. Laurie Rech is a management accountant at Donnelly Bank, which has recently suffered significant loan losses. Rech and her team are worried that they do not fully understand the risk profile of their loans, so they would like some way of identifying loans that are likely to default One team member suggests developing a decision tree so that loans can be quickly and easily classified as "Tikely to default or "likely to repay." After plotting and inspecting a sample of seven loans (three loans that defaulted and four loans that repaid), Rech and her team notice there are two different cuts that result in only ane misplaced observation Credit Score 650 and Income $70,000. Based on this, they conclude that either would be fine to use as the first node for their decision tree. %3D Repay Deauk 750 700 650 600 550 500 55 60 65 70 75 80 85 90 Annual Income ($000s) 1. Are Rech and her team correct that the two cuts are equivalent? Which one would you choose to be the first node of the decision tree? 2 Why might Rech care about Gini impurities when making decisions?

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

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

Public Finance

Authors: Harvey S. Rosen

5th Edition

025617329X, 978-0256173291

More Books

Students also viewed these Finance questions

Question

1. Which is the most abundant gas presented in the atmosphere?

Answered: 1 week ago