Deploying DataRobot models

DataRobot makes it pretty easy to deploy the models you have developed. To prepare a model for deployment, here are the steps:

1. Let's unlock the project so that we can see the metrics for the holdout datasets, as shown in the following screenshot:

   Figure 8.11 – Unlocking DataRobot models

   In the preceding screenshot, you can see the Unlock project Holdout for all models option on the right side of the interface.

2. You should unlock the project only after you have selected the model that you are choosing for deployment. In our case, we have selected the XGB model that uses the FL1 top23 feature list. Clicking on this option brings up a dialog box, as shown in the following screenshot:

   Figure 8.12 – Unlocking project holdout

3. Unlocking the project is an irreversible process. Let's unlock the project and see the holdout metrics, as shown in the following screenshot:

   Figure 8.13 – Unlocked project view

   Figure 8.13 shows that...