Research on Anti-Alzheimer’s Traditional Chinese Medicine with Data Security: Datasets, Methods, and Evaluation

Table 3

Accuracy of all models.

Datasets	MLP	CNN	SVM	EL	SecureBoost
Original dataset	0.57	0.57	—	—	—
Ori-one-dim dataset	0.66	—	0.60	0.63	0.60
Rearrange dataset	0.75	0.78	—	—	—
Add-red dataset	0.46	0.50	—	—	—
Mix dataset	0.75	0.85	—	—	—
Mix-one-dim dataset	0.64	—	0.69	0.61	—
Fil-one-dataset	0.68	—	0.62	—	—