Towards Optimal Neural Networks: the Role of Sample Splitting in Hyperparameter Selection.

Shijin Gong Xinyu Zhang

Published in: CoRR (2023)

Keyphrases

neural network
dynamic programming
genetic algorithm
fuzzy logic
model selection
neural network model
learning algorithm
fuzzy systems
pattern recognition
artificial neural networks
sample size
multilayer perceptron
selection strategy
randomly selected