RMSE was used to assess vs Coefficient of determination was used to assess

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 • 662 views

RMSE was used to assess

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

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.

Show examples from the web [+]

Jul 26, 2011 ... The root mean squared error (RMSE) was used to assess the deviation of the predicted value from the experimental value. where xi and yi ...
The relative mean square error (RMSE) was used to assess both bias and accuracy. The WED modification improves estimation efficiency, particularly as the ...
May 4, 2015 ... The root mean square error (RMSE) was used to assess the predicted. AGB versus AGB estimated from field-observations at the footprint level.
error (RMSE) was used to assess the performance of the model. RMSE explains the difference between model predicted values and the calculated values.

Coefficient of determination was used to assess

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

Show examples from the web [+]

Jun 16, 2011 ... Nagelkerke's pseudo-R2 coefficient of determination was used to assess the strength of association in the final model (Nagelkerke, 1991).
Oct 18, 2013 ... The coefficient of determination was used to assess the correlation between mRNA and functional protein levels. Statistical analysis was ...
May 13, 2013 ... Coefficient of determination was used to assess correlations between autistic and control groups for log fold changes or p-values of probe-wise ...
Apr 23, 2012 ... ... forearm and upper arm segments, with additional or coefﬁcient of determination was used to assess themarkers placed at the elbow and wrist ...

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RMSE was used to assess vs Coefficient of determination was used to assess