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Table 2 Main parameters of the model for predicting LOS of ischemic stroke patients

From: A study on predicting the length of hospital stay for Chinese patients with ischemic stroke based on the XGBoost algorithm

Parameters

Value

booster

gbtree

objective

multi: softmax

n_estimators

1000

max_depth

3

min_child_weight

3

learning_rate

0.2

gamma

0

subsample

0.8

colsample_bytree

0.8