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. 2022 Sep 19;10:2700414. doi: 10.1109/JTEHM.2022.3207825

TABLE 3. Hyperparameters of Obesity Prediction Models.

Model Parameter Value
Random forest n_estimators 100
min_samples_split 2
max_depth 1
Decision tree min_samples_leaf 1
min_samples_split 2
Linear discriminant analysis solver Lsqr
shrinkage auto
AdaBoost n_estimators 45
learning_rate 1
Deep neural network fully-connected layer 1 128
fully-connected layer 2 256