Which one is correct?
"RMSE was used to assess" or "Coefficient of determination was used to assess"?

Question

Which one is correct?
"RMSE was used to assess" or "Coefficient of determination was used to assess"?

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This phrase is typically used when evaluating the performance of a predictive model by measuring the root mean square error (RMSE).

Examples:

RMSE was used to assess the accuracy of the machine learning model.

This phrase is used when assessing how well a regression model fits the data by examining the coefficient of determination (R-squared).

Examples:

The coefficient of determination was used to assess the fit of the linear regression model.

Both phrases are correct, but they are used in different contexts. 'RMSE was used to assess' is commonly used when discussing the accuracy of a predictive model, while 'coefficient of determination was used to assess' is used when evaluating the goodness of fit of a regression model.

Last Updated: March 17, 2024

Answer 1

RMSE was used to assess

This phrase is correct and commonly used when discussing the accuracy of a predictive model.

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Answer 2

Coefficient of determination was used to assess

This phrase is correct and commonly used when evaluating the goodness of fit of a regression model.

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Which one is correct? "RMSE was used to assess" or "Coefficient of determination was used to assess"?

RMSE was used to assess

Coefficient of determination was used to assess

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Which one is correct?
"RMSE was used to assess" or "Coefficient of determination was used to assess"?