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. 2019 Jul 30;59(8):3370–3388. doi: 10.1021/acs.jcim.9b00237

Figure 18.

Figure 18

An illustration of ensembling models. On the left is a single model, which takes input and makes a prediction. On the right is an ensemble of 3 models. Each model takes the same input and makes a prediction independently, and then the predictions are averaged to generate the ensemble’s prediction.