Machine Learning for Data Mining

Combining models in Modeler

For combining models within a modeler, follow these steps:

1. Go to the SVM model and connect it to the Ensemble node from the Field Ops palette.
2. Let's edit the Ensemble node. The Ensemble node knows that it is combining the results of two models as it shows two models in ensemble. Choose the Target field for Ensemble as the Status from the drop-down button on the right. If the Filter out fields generated by ensemble models is checked, it will filter out the already generated fields from the previous models, hence, we will deselect it. Next, select the Ensemble method. This is a list 0f ways in which we can combine the model. Here, we will select Voting as we have already seen this. We will talk about the propensity ...