Home > Testing and Tuning Models > Testing Classification Models > Classification Model Test V... > Tuning Classification Models > How to Tune Classification ... > Testing Regression Models > Regression Model Test Viewers > Regression Test Results > Compare Test Results
When you compare test results for two or more regression models, each model has a color associated with it; this color is used to display results for that model. For example, if model M1 has purple associated with it, the bar graphs on the Performance tab for M1 is displayed as purple.
Compare Test Results opens in a new tab. Results are displayed in tow tabs:
Performance tab
Residual tab
The following metrics are compared on the Performance tab:
Predictive Confidence as described in Predictive Confidence (Classification) for Classification Models
Mean Absolute Error described in Regression Statistics
Root Mean Square Error described in Regression Statistics
Mean Predicted Value
The Residual tab displays the residual plot for selected models. You can compare two plots side by side.