Two Models of Double Descent for Weak Features.
Mikhail BelkinDaniel HsuJi XuPublished in: SIAM J. Math. Data Sci. (2020)
Keyphrases
- predictive power
- classification models
- statistical models
- feature set
- parameter estimation
- complex systems
- prior knowledge
- probabilistic model
- classification accuracy
- key features
- training data
- low level
- machine learning approaches
- learning models
- multiscale
- computational models
- structural information
- feature space
- experimental data
- benchmark datasets
- database
- model selection
- hidden markov models