CSC-505 Machine Learning
Tutorial 11
Q1. When should you use Random Forest over other models?
Q2. How do you evaluate models in supervised and unsupervised learning?
Q3. What are the challenges of prototype based learning?
Q4. You are given a dataset containing customer information about their Income and Credit
Score. The goal is to determine whether a customer is Approved for a loan by building a
decision tree. Apply Gini index to build the same.
Income
Credit Score
Approved
Low
Fair
No
Low
Good
No
Medium
Fair
Yes
High
Excellent
Yes
High
Fair
Yes