What is the difference between precision and recall in the context of classification metrics? - Study24x7
Social learning Network

Warning: include(./views/auth.php): failed to open stream: Permission denied in /var/www/html/live/loginRightSlider.php on line 18

Warning: include(): Failed opening './views/auth.php' for inclusion (include_path='.:/usr/share/php') in /var/www/html/live/loginRightSlider.php on line 18

Warning: count(): Parameter must be an array or an object that implements Countable in /var/www/html/live/makepost.php on line 52
Ashish Verma
01 May 2024 10:51 AM study24x7 study24x7

What is the difference between precision and recall in the context of classification metrics?

A

Precision focuses on true positive predictions, while recall focuses on false positive predictions

B

Precision measures the ability of a model to avoid false positives, while recall measures the ability to capture all positive instances 

C

Precision is the ratio of true positives to the total predicted positives, while recall is the ratio of true positives to the total actual positives

D

Precision and recall are synonymous terms and can be used interchangeably

Software Developer Artificial Intelligence Computer Science
Like Comment Share
study24x7
Write a comment
Related Questions
500+   more Questions to answer

Popular Courses

Average and Alligation for Bank PO ... All Levels हिन्दी By logicalangle
English Special Course for SSC CGL,... All Levels English By Topline Coaching 999 1,499 33% off
BANKING AWARENESS PREMIUM COURSE All Levels English By RAU IAS COACHING 499 799 38% off
Free Full Paid English Grammar All Levels English By Uphaar Classes - By Sumit Sir (YouT...
Ratio,Proportion and Partnerships f... All Levels हिन्दी By logicalangle
Featured Courses
Popular Pages

Featured Courses

IBPS PO (PRE) English Special by Pooja Mam All Levels English By Topline Coaching
FREE
5.0
BANKING AWARENESS PREMIUM COURSE All Levels English By RAU IAS COACHING 499 5.0
Government Jobs Exam Syllabus All Levels English By GOVERNMENT JOB NOTIFICATION
FREE
5.0
BESTSELLER
SSC CGL, CPO, CHSL, GD Comprehensive Course All Levels English By Topline Coaching 3,999 5.0
G.S. Foundation Premium Course All Levels हिन्दी By RAU IAS COACHING 2,199 5.0
English Special Course for SSC CGL, CPO, GD All Levels English By Topline Coaching 999 5.0

Popular Pages

Vivishka Learning and Test Series

344 followers

RAU IAS COACHING

1618 followers

Daily Current Affairs

2091 followers

RRB 2020-21 (Railway Jobs)

500 followers

Results Alert

750 followers

General Science and History

3181 followers

Get the App

Download the Study24x7 App, so you can connect and collaborate.

study24x7
study24x7
Most Related Articles