Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Hi You are called to serve in a jury for a criminal case of murder. The defendant is either actually 'guiity' or 'not guilty' {actual

Hi

image text in transcribed
You are called to serve in a jury for a criminal case of murder. The defendant is either actually 'guiity' or 'not guilty' {actual classes}. Your vote is also either 'guilty' or 'not guilty' [predicted classes}. Obviously, there are two types of decision errors in this problem. Draw your contusion matrix for this problem. Dene your false positive and false negative errors in a similar way they are used in a medical diagnosis case. What cost weights will you assign to these two types of errors? Scale the two weights so that they add up to 1. Explain your rationale. Taking medical diagnosis as an example. if you believe the cost of misclassifying a positive test result as negative {false negative, FM] is larger than the cost of misclassilying a negative result as positive {false positive, FP}, you assign a larger cost weight to FN (say. DIE} than to FF' (say, 0.25}. Your confusion matrix with costs assigned will be: _ Predicted Positive Predicted Negative Actual Negative FE costi'FF'} =E|25 Now for the criminal case, your confusion matrix will look like the following. Please replace ? and '3'? with your assigned cost weights such that the two cost weights add up to one. Explain your rationale for the assigned cost weights. [Use a plain text format to stretch your confusion matrix table. It is good enough as long as we can understand.) .Actual 'guiily' _ cost =

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

Elementary Differential Equations

Authors: William E Boyce, Richard C DiPrima, Douglas B Meade

11th Edition

1119169879, 9781119169871

More Books

Students also viewed these Mathematics questions