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 maximum depth of a Decision Tree?
What is the maximum depth of a Decision Tree?
Expand All
Collapse All
Practice Questions
1 question
Q1
What is the maximum depth of a Decision Tree?
It is always fixed.
It can be controlled by hyperparameters.
It is determined by the number of features.
It is irrelevant to the model's performance.
Show Solution
Copy
The maximum depth of a Decision Tree can be controlled by hyperparameters, which helps manage overfitting.
Questions & Step-by-step Solutions
1 item
Q
Q: What is the maximum depth of a Decision Tree?
Solution:
The maximum depth of a Decision Tree can be controlled by hyperparameters, which helps manage overfitting.
Steps: 5
Show Steps
Step 1: Understand what a Decision Tree is. It is a model used for making decisions based on data.
Step 2: Learn about 'depth' in a Decision Tree. Depth refers to how many levels the tree has from the top to the bottom.
Step 3: Know that a deeper tree can make more complex decisions but may also overfit the data, meaning it might not perform well on new data.
Step 4: Realize that we can control the maximum depth of the tree using something called hyperparameters.
Step 5: Setting a maximum depth helps to prevent overfitting and makes the model simpler and more general.
Related Questions
W
Which of the following is an example of unsupervised learning?
Question: Which of the following is an example of unsupervised learning?Options: Image classificatio..
W
Which of the following is an example of cloud storage?
Question: Which of the following is an example of cloud storage?Options: Google DriveUSB Flash Drive..
W
What does the term 'feature engineering' refer to?
Question: What does the term \'feature engineering\' refer to?Options: The process of selecting a mo..
W
Which neural network architecture is primarily used for image recognition tasks?
Question: Which neural network architecture is primarily used for image recognition tasks?Options: R..
W
What is the purpose of cross-validation in machine learning?
Question: What is the purpose of cross-validation in machine learning?Options: To increase the size ..
‹
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
✕
↑
