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Siamese Network Framework - Coggle Diagram
Siamese Network Framework
Step2.
Data Pairs
Multi-class Classification
Two-class Classification
Three data pair
Two data pair
Different Class
Same Class
Step5.
Loss Function
DL-based Model
ML-based Model
Step4.
Model
DL-based Model
Siamese Network
DL Architecture
Distance
Common Deep Learning
ML-based Model
Step3.
Pairs Computing
Interaction (+ or *)
Outer-product
Self-attention
Siamese Network
Concatenate
Step7.
Evaluation
Mutli-class Classification
Two-class Classification
Step1.
Split Data
Random
Stratify
The same ratio of each class in test data
The same ratio of each class between train, validation and test data.
Step6.
Optimizer