Explainable Model Selection of a Convolutional Neural Network for Driver's Facial Emotion Identification.
Amany A. KandeelHazem M. AbbasHossam S. HassaneinPublished in: ICPR Workshops (6) (2020)
Keyphrases
- model selection
- convolutional neural network
- facial expressions
- cross validation
- emotion recognition
- face detection
- hyperparameters
- bayesian learning
- parameter estimation
- regression model
- sample size
- error estimation
- selection criterion
- model selection criteria
- face recognition
- statistical inference
- statistical learning
- machine learning
- feature selection
- generalization error
- variable selection
- mixture model
- gaussian process
- motion segmentation
- parameter determination
- leave one out cross validation
- information criterion
- multi class
- training set
- bayesian model selection