Become a member
Sign in
Mrinalini Sharma
Mrinalini Sharma

Mrinalini Sharma

28 Following
13 Followers
  • Profile
  • Claps
  • Highlights

Highlighted by Mrinalini Sharma

See more

From MAE and RMSE — Which Metric is Better? by JJ

If the absolute value is not taken (the signs of the errors are not removed), the average error becomes the Mean Bias Error (MBE) and is usually intended to measure average model bias. MBE can convey useful information, but should be interpreted cautiously because positive and negative errors will cancel out.

From MAE and RMSE — Which Metric is Better? by JJ

cularly und…rors are squared before they are averaged, the RMSE gives a relatively high weight to large errors. This means the RMSE should be more useful when large errors are particularly undesirable. The three tables below show examples where MAE is steady and RMSE increases as the variance associa…

From MAE and RMSE — Which Metric is Better? by JJ

…e useful when large errors are particularly undesirable. The three tables below show examples where MAE is steady and RMSE increases as the variance associated with the frequency distribution of error magnitudes also increases.

Claps from Mrinalini Sharma

See more

A Portrait of the Teacher as an Artist

Rajesh Sharma

Introduction to Statistics for Data Science

Diogo Menezes Borges

If you think women in tech is just a pipeline problem, you haven’t been paying attention

Rachel Thomas