Question

How Will You Know Which Machine Learning Algorithm to Choose for Your Classification Problem?

Topic- Machine Learning Artificial Learning class 10  

Type- Short answer

Answer 1

Explanation-

While there is no fixed rule to choose an algorithm for a classification problem, you can follow these guidelines:

1. If accuracy is a concern, test different algorithms and cross-validate them
2. If the training dataset is small, use models that have low variance and high bias
3. If the training dataset is large, use models that have high variance and little bias