The Backbone Method for Ultra-High Dimensional Sparse Machine Learning.
Dimitris BertsimasVassilis Digalakis Jr.Published in: CoRR (2020)
Keyphrases
- high dimensional
- machine learning
- preprocessing
- dimension reduction
- high precision
- objective function
- experimental evaluation
- high accuracy
- parameter space
- data sets
- statistical methods
- detection method
- clustering method
- dynamic programming
- cost function
- feature selection
- probabilistic model
- support vector machine
- supervised learning
- computational cost
- high speed
- feature set
- segmentation method
- similarity measure
- learning algorithm
- genetic algorithm