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Table 4 Model-specific hyperparameters for comparison a dense Layer network ReLu vs. a LONN

From: Medical recommender systems based on continuous-valued logic and multi-criteria decision operators, using interpretable neural networks

 

NN–dense layers/ReLU activation

LONN

\(\beta _{{int}}\)

–

1.5

Learning rate (lr)

0.02

0.02

# Internal layers

4

4

# Neurons per layer

10, 4, 3, 2

10, 4, 3, 2

# Trainable parameters

293

116

# Non-trainable parameters

0

59