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
Which evaluation metric is most appropriate for a binary classification problem?
Practice Questions
Q1
Which evaluation metric is most appropriate for a binary classification problem?
Mean Squared Error
Accuracy
Silhouette Score
R-squared
Questions & Step-by-Step Solutions
Which evaluation metric is most appropriate for a binary classification problem?
Steps
Concepts
Step 1: Understand that a binary classification problem involves two classes, such as 'yes' and 'no'.
Step 2: Learn that accuracy measures how many predictions were correct out of all predictions made.
Step 3: Calculate accuracy by using the formula: (Number of correct predictions) / (Total number of predictions).
Step 4: Recognize that while accuracy is useful, it may not always be the best metric, especially if the classes are imbalanced.
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
✕
↑
