While working on modeling, should you split the data? If yes, in how many splits and in what proportions?

Question

While working on modeling, should you split the data? If yes, in how many splits and in what proportions?
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Solution 1

When working on modeling, it is generally recommended to split the data into training and testing sets. This allows you to evaluate the performance of your model on unseen data and helps to prevent overfitting.

The most common approach is to split the data into two sets: a training set and a testin Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study prob

Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solve study problem.
Knowee AI StudyGPT is a powerful AI-powered study tool designed to help you to solv

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