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Table 4 Hyperparametergrid for XGBoost

From: Exploring predictors of welfare dependency 1, 3, and 5 years after mental health-related absence in danish municipalities between 2010 and 2012 using flexible machine learning modelling

nrounds

100 to 1.000 by 100

eta

0.025, 0.05, 0.1, 0.3

max_depth

2, 4, 6

gamma

0

colsample_bytree

1

min_child_weight

1

subsample

1

  1. XGBoost grid from XGBoost package in R