LASSO Regression
This task perform a LASSO regression on the selected features.
CONFIGURATION
| OPTION | DESCRIPTION |
|---|---|
| File Name | The filename of the model which will store our LASSO regression model. |
| Select Columns | Use this to select the features or columns which will be considered in the analysis. |
| Autosave | Automatically save the model when executed. |
| Lambda | The lambda to be used in the regression. |
| Classify Column | The column to be classified or predicted. |
| Destination Column | The name of the destination column in which we will store the prediction. |
INPUT
Any dataset.
OUTPUT
The prediction field is appended to the output data and a performance visual (limited to the first 100 predictions) is displayed on the screen.