Problem statementSend feedbackWhy is the average of the difference between the errors for each data point, not a suitable way to evaluate a regression model?

Question

Problem statementSend feedbackWhy is the average of the difference between the errors for each data point, not a suitable way to evaluate a regression model?
🧐 Not the exact question you are looking for?Go ask a question

Solution 1

The average of the difference between the errors for each data point is not a suitable way to evaluate a regression model for several reasons:

  1. Cancellation of Errors: If we simply average the errors, positive and negative errors could cancel each other out. This could lead to a misleadingly 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

This problem has been solved

Similar Questions

Problem statementSend feedbackWhy is the average of the difference between the errors for each data point, not a suitable way to evaluate a regression model?

Problem statementSend feedbackFor what value of random_state, the model can be optimized best?

Problem statementSend feedbackYou have bunch of molecules and information which are drugs and you train a model to answer whether new molecule is also a drug.

Problem statementSend feedbackWhich of the following commands can be used to select a subset of columns in a dataset using the pandas library?

The starting point of problem framing is …. A. Continuously evaluate and improve B. State the problem C. Identify the root cause D. Develop potential solutions

1/3