Technical
Beginner
1 min read
Beginner
Updated Jul 05, 2026
Machine Learning
Question
What is Random Forest?
Answer
Random Forest is an ensemble learning algorithm that combines the predictions of many decision trees.
Instead of relying on a single tree, it aggregates the outputs of multiple trees to improve accuracy and reduce overfitting.
Think of it as consulting multiple experts before making a decision rather than relying on just one.
More Machine Learning questions
What is Machine Learning?
What are the types of Machine Learning?
Difference between AI, ML, and Deep Learning?
What is Underfitting?
What is a Machine Learning Model?
What is an Algorithm?
Difference between Classification and Regression?
What is Linear Regression?
What is Logistic Regression?
What is a Decision Tree?
What is K-Means Clustering?