Qna Discussion

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

    Solution: 1.

    While there is no fixed rule to choose an algorithm for a classification problem, you can follow these guidelines:
    • If accuracy is a concern, test different algorithms and cross-validate them
    • If the training dataset is small, use models that have low variance and high bias
    • If the training dataset is large, use models that have high variance and low bias