How do I choose the right machine learning algorithm?
An example of an AI chatbot conversation about selecting a suitable machine learning algorithm.
How do I choose the right machine learning algorithm for my project?
Choosing the right algorithm depends on your data type, problem type, and desired outcome. What are you working on?
I'm working on a classification problem with a large dataset.
For classification, you might consider algorithms like Logistic Regression, Decision Trees, or Random Forests. Do you have any specific requirements?
I need something that can handle imbalanced classes.
In that case, you might want to look into algorithms like Support Vector Machines or ensemble methods like Balanced Random Forest. Would you like to know more about any of these?
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