Evaluating the generalization ability of deep learning models: An application on sugar content estimation from hyperspectral images of wine grape berries.
Rui SilvaOsvaldo Gramaxo FreitasPedro Melo-PintoPublished in: Expert Syst. Appl. (2024)
Keyphrases
- generalization ability
- learning models
- hyperspectral images
- learning algorithm
- hyperspectral
- machine learning
- loss function
- machine learning algorithms
- learning problems
- support vector
- learning tasks
- support vector machine
- support vector machine svm
- semi supervised learning
- remote sensing
- bp neural network
- multispectral
- ensemble methods
- conditional random fields
- supervised learning
- classification models
- back propagation
- reinforcement learning
- image segmentation
- knn
- object recognition
- information content
- image processing
- feature selection
- multispectral images
- training data