Making predictions using a multimodal dataset on DataRobot

After building a model, there are many ways to make predictions on a DataRobot. For this use case, we will illustrate the prediction capability using the Make Prediction method, which is available within the Predict tab. We initially create a prediction ZIP file dataset using the step outline in the Defining and setting up multimodal data in DataRobot section of this chapter. The developed prediction dataset is either dragged and dropped into the highlighted area or locally imported. As seen in Figure 11.12, we select the features we are interested in, including the prediction dataset:

Figure 11.14 – Making a prediction from multimodal datasets

In this illustration, we selected House_id, FullDescription, Bedrooms, City, and State. We can also see that the prediction dataset has 400 houses. Finally, Compute predictions is selected to make predictions. When predictions have been completed, they...