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. 2023 Oct 31;9(11):e21697. doi: 10.1016/j.heliyon.2023.e21697

Table 1.

Model parameter setting.

Model Parameters Values
ANN
activation sigmoid
optimizer adam
loss categorical_crossentropy
metrics accuracy
batch_size 128
epochs 300

KNN
n_neighbors 1
metric minkowski
p 2
weights distance

RF
n_estimators 100
criterion entropy
max_depth 20
min_samples_leaf 1

SVM C 50
class_weight 1: 3
gamma 0.005
probability True