Building models and the model leaderboard
Once we are done making any changes to the configuration settings, we can scroll up and click the Start button. DataRobot will now start automatically building the models, as illustrated in the following screenshot:
Figure 6.7 – Automated building of models
You can see which models DataRobot is building and how much training data is being used. You will notice that DataRobot will first build quick models with smaller datasets, learn which one performs better, and then selectively build models with more data. In the present case, you might not see this because there is very little data to begin with. Once DataRobot is done building the models, it will show the model leaderboard, as illustrated in the following screenshot:
Figure 6.8 – Model leaderboard
In the preceding screenshot, you will see which models rise to the top based on the metric you have selected for cross-validations...
