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Fig 1.

Exclusion criteria.

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Fig 1 Expand

Table 1.

Participants’ data.

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Table 1 Expand

Fig 2.

The flow chart of model development and the validation process.

SLR: Stepwise Linear Regression, RT: Regression Tree, EL: Ensemble Learning, ANN: Artificial Neural Network, SVR: Support Vector Regression, GPR: Gaussian Process Regression.

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Fig 2 Expand

Table 2.

Results for validation and test data sets of FIM scores.

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Table 2 Expand

Table 3.

Results for validation and test data sets of FIM gain.

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Table 3 Expand