Quiz on AI and Machine Learning

Which of the following is a characteristic of Computational Intelligence?

• Pre-defined rules

• Limited adaptability

• Deterministic solutions

• Highly adaptive

Which algorithm is used for binary classification problems?

• K-Means Clustering

• Logistic Regression

• Decision Trees

• Random Forest

What is the main purpose of Random Forest in Machine Learning?

• To predict continuous variables

• To combine multiple decision trees

• To cluster data points

• To classify emails

Which of the following is an example of Unsupervised Learning?

• Logistic Regression

• Linear Regression

• K-Means Clustering

• Decision Trees

What does Reinforcement Learning focus on?

• Classifying data into categories

• Finding patterns in data

• Maximizing rewards through interaction

• Predicting outcomes based on historical data

Which of the following is a common algorithm in Machine Learning?

• All of the above

• Genetic Algorithms

• Prolog

• Fuzzy Logic

What is the formula for linear Regression?

This formula is for_________

• Linear Regression

• Logistic Regression

• K Means cluster

• Random Forest

Starting point of the tree is called ______

An unsupervised learning algorithm that groups data points into K clusters based on their similarities.

• Binary Tree

• K means Cluster

• Root

• Random Forest