Statistical Properties of the log-cosh Loss Function Used in Machine Learning.
Resve A. SalehA. K. Md. Ehsanes SalehPublished in: CoRR (2022)
Keyphrases
- loss function
- machine learning
- pairwise
- learning models
- logistic regression
- support vector
- machine learning methods
- statistical methods
- risk minimization
- learning to rank
- empirical risk
- regularization term
- decision trees
- machine learning algorithms
- data mining
- feature selection
- reproducing kernel hilbert space
- learning algorithm
- convex loss functions
- model selection
- learning problems
- ranking algorithm
- hinge loss
- solution path
- bayes rule