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
›
In a binary classification problem, what does a high precision indicate?
In a binary classification problem, what does a high precision indicate?
Expand All
Collapse All
Practice Questions
1 question
Q1
In a binary classification problem, what does a high precision indicate?
High true positive rate
Low false positive rate
High true negative rate
Low false negative rate
Show Solution
Copy
High precision indicates that when the model predicts a positive class, it is correct most of the time, meaning low false positives.
Questions & Step-by-step Solutions
1 item
Q
Q: In a binary classification problem, what does a high precision indicate?
Solution:
High precision indicates that when the model predicts a positive class, it is correct most of the time, meaning low false positives.
Steps: 4
Show Steps
Step 1: Understand what binary classification means. It involves two classes: positive and negative.
Step 2: Learn what precision is. Precision measures how many of the predicted positive cases are actually positive.
Step 3: Realize that high precision means that when the model predicts a positive case, it is usually correct.
Step 4: Understand that high precision also means there are few false positives, which are incorrect positive predictions.
Related Questions
W
Which of the following is a common programming language used in web development?
Question: Which of the following is a common programming language used in web development?Options: P..
W
What is the primary function of an operating system?
Question: What is the primary function of an operating system?Options: Manage hardware resourcesCrea..
W
Which of the following is an example of a regression algorithm?
Question: Which of the following is an example of a regression algorithm?Options: K-MeansLogistic Re..
I
In which scenario would you use reinforcement learning?
Question: In which scenario would you use reinforcement learning?Options: When you have labeled data..
W
What is the main function of an activation function in a neural network?
Question: What is the main function of an activation function in a neural network?Options: To initia..
‹
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
✕
↑
