Skip to main content
. 2022 Nov 23;12:20160. doi: 10.1038/s41598-022-24181-x

Table 2.

The hyperparameters of four models.

Methods First scenario Second scenario
LoR
Solver Liblinear Liblinear
C 0.001 0.014
Penalty l2 l2
Best_score_ 0.788 0.790
SVM
Kernel Poly rbf
Degree 1
C 100 4.196
Gamma Scale Scale
Best_score_ 0.786 0.789
RF
n_estimators 500 100
Max_depth 5 6
Best_score_ 0.787 0.789
NN
Solver Adam Adam
Alpha 98.130 2.433
Hidden_layer_sizes 11 12
Max_iter 574 746
Best_score_ 0.786 0.789