Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical metric
|
| gptkbp:abbreviation |
MSE
|
| gptkbp:application |
gptkb:signal_processing
model evaluation forecasting |
| gptkbp:form |
MSE = (1/n) * Σ(y_i - ŷ_i)^2
|
| gptkbp:hasProperty |
sensitive to outliers
always non-negative |
| https://www.w3.org/2000/01/rdf-schema#label |
Mean Squared Error
|
| gptkbp:measures |
average squared difference between estimated and actual values
|
| gptkbp:minimizedIn |
least squares regression
|
| gptkbp:relatedTo |
gptkb:Root_Mean_Squared_Error
Mean Absolute Error |
| gptkbp:usedIn |
gptkb:machine_learning
statistical analysis statistics |
| gptkbp:bfsParent |
gptkb:Linear_Model
|
| gptkbp:bfsLayer |
5
|