Need for Cross-Validation of Single Particle Cryo-EM.
Pilar CossioPublished in: J. Chem. Inf. Model. (2020)
Keyphrases
- cross validation
- model selection
- hyperparameters
- cross validated
- generalization error
- support vector
- regression problems
- variable selection
- regularization parameter
- nearest neighbor classifiers
- training set
- error estimates
- unseen data
- em algorithm
- generative model
- gaussian mixture model
- mixture model
- genetic algorithm ga
- parameter estimation