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. 2020 Sep 30;10(20):11488–11506. doi: 10.1002/ece3.6786

Figure 1.

Figure 1

Package workflow illustrating the seven steps of the model tuning process. The functions required to perform the different steps are given in the headline. The different colors indicate different types of steps with: orange: preparation of data and results; blue: model training and evaluation; yellow: variable selection; green: hyperparameter tuning. Dashed connections represent an iterative process