Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

A hospital has implemented a binary classification to predict if a patient suffers from Alzeimer disease or not. They test the performance of the model

A hospital has implemented a binary classification to predict if a patient suffers from Alzeimer disease or not. They test the performance of the model on a group of 300 patients and the results are shown in the following table.
Actual
No Yes
\table[[No,300,30],[Yes,40,20]]
a) Calculate the accuracy, precision, recall and f1-score of the model
b) Since the obtained accuracy is high, can we state that the model has high performance in this case? Justify your answer.
c) Which metric is more suitable to measure the performance in this scenario, accuracy or F1-measure? Why?
image text in transcribed

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

Practical Database Programming With Visual C# .NET

Authors: Ying Bai

1st Edition

0470467274, 978-0470467275

More Books

Students also viewed these Databases questions

Question

What is Change Control and how does it operate?

Answered: 1 week ago

Question

How do Data Requirements relate to Functional Requirements?

Answered: 1 week ago