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 primary goal of feature engineering in machine learning?
Practice Questions
Q1
What is the primary goal of feature engineering in machine learning?
To increase the size of the dataset
To improve model performance by selecting relevant features
To reduce the complexity of the model
To visualize the data
Questions & Step-by-Step Solutions
What is the primary goal of feature engineering in machine learning?
Steps
Concepts
Step 1: Understand that features are the pieces of information used by a machine learning model to make predictions.
Step 2: Realize that not all features are equally useful; some may help the model, while others may confuse it.
Step 3: Learn that feature engineering involves selecting the most relevant features from the data.
Step 4: Know that it also includes transforming features to make them more useful for the model, like scaling or combining them.
Step 5: Remember that the primary goal of feature engineering is to improve the performance of the machine learning model.
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
✕
↑
