Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Sample Size Estimation and Reducing Overfitting.
Hamzeh GhasemzadehRobert E. HillmanDaryush D. MehtaPublished in: CoRR (2023)
Keyphrases
- sample size
- machine learning models
- small sample size
- hearing impaired
- generalization error
- model selection
- spam filtering
- machine learning algorithms
- machine learning approaches
- upper bound
- statistical power
- cross validation
- worst case
- natural language
- machine learning
- predictive model
- decision trees
- neural network
- lower bound
- genetic algorithm
- feature selection
- feature extraction
- training data
- optimal solution
- data sets
- artificial neural networks