Alerts
Wishlist
Cart
Sign In
Categories
Current Affairs & GK
Current Affairs
Show All Current Affairs & GK
eBooks
General Aptitude
Arithmetic Aptitude
Data Interpretation
Show All General Aptitude
General Knowledge
Basic General Knowledge
General Science
Show All General Knowledge
Medical Science
Anatomy
Biochemical Engineering
Biochemistry
Biotechnology
Microbiology
Show All Medical Science
Technical
Database
Digital Electronics
Electronics
Networking
Show All Technical
Verbal and Reasoning
Logical Reasoning
Verbal Ability
Verbal Reasoning
Show All Verbal and Reasoning
What is the purpose of the loss function in a neural network?
Practice Questions
Q1
What is the purpose of the loss function in a neural network?
To measure the accuracy of the model
To quantify the difference between predicted and actual outputs
To optimize the learning rate
To determine the number of layers
Questions & Step-by-Step Solutions
What is the purpose of the loss function in a neural network?
Steps
Concepts
Step 1: Understand that a neural network makes predictions based on input data.
Step 2: Know that these predictions are compared to actual target values (the correct answers).
Step 3: The loss function measures the difference between the predictions and the actual target values.
Step 4: A smaller loss value means the predictions are closer to the actual values, indicating better performance.
Step 5: The goal of training the neural network is to minimize this loss value, improving its accuracy.
No concepts available.
‹
Biology (School & UG)
Chemistry (School & UG)
Civil Engineering
Commerce & Accountancy
Computer Science & IT
Current Affairs & GK
Data Structures & Algorithms
eBooks
Electrical & Electronics Engineering
English (School)
General Aptitude
General Knowledge
General Knowledge & Current Affairs
Languages & Literature
Law & Legal Studies
Major Competitive Exams
Mathematics (School)
Mechanical Engineering
Medical Science
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Social Science (School)
Technical
Verbal and Reasoning
Vocational & Skill Development
›
Soulshift Feedback
×
On a scale of 0–10, how likely are you to recommend
The Soulshift Academy
?
0
1
2
3
4
5
6
7
8
9
10
Not likely
Very likely
✕
↑
