Table 1 Hyperparameter values used in the grid search for the tuning of the XGBoost models.

From: Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning

Hyperarameter

Set of values

eta

[0.001, 0.01, 0.1, 0.2, 0.3]

gamma

[0.05, 0.5, 1, 1.5]

min_child_weight

[5, 7, 9, 10]

subsample

[0.5, 0.8, 1]

colsample_bytree

[0.6, 0.8, 1]

lambda

[0.1, 0.5, 1]

alpha

[0, 1, 2]

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