Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical metric
|
| gptkbp:abbreviation |
RMSE
|
| gptkbp:appliesTo |
continuous variables
|
| gptkbp:category |
error metric
|
| gptkbp:form |
sqrt(mean((predicted - actual)^2))
|
| gptkbp:hasUnit |
same as target variable
|
| https://www.w3.org/2000/01/rdf-schema#label |
Root Mean Squared Error
|
| gptkbp:isAlways |
non-negative
|
| gptkbp:lowerValueIndicates |
better model fit
|
| gptkbp:measures |
average magnitude of error
|
| gptkbp:relatedTo |
gptkb:Mean_Squared_Error
Mean Absolute Error |
| gptkbp:sensitivity |
outliers
|
| gptkbp:usedIn |
gptkb:machine_learning
statistical analysis statistics |
| gptkbp:bfsParent |
gptkb:Linear_Regression
gptkb:Mean_Squared_Error |
| gptkbp:bfsLayer |
6
|