Enhanced classification loss functions and regularization loss function (ECLFaRLF) algorithm for bowel cancer feature classification.
Niraj TrivediAbeer AlsadoonP. W. C. PrasadSalma AbdullahAhmad AlrubaiePublished in: Multim. Tools Appl. (2021)
Keyphrases
- loss function
- hinge loss
- support vector
- solution path
- risk minimization
- stochastic gradient descent
- boosting framework
- partially labeled data
- pairwise
- gradient boosting
- convex loss functions
- regularization term
- boosting algorithms
- learning to rank
- reproducing kernel hilbert space
- square loss
- feature vectors
- soft margin
- logistic regression
- bregman divergences
- machine learning
- decision trees
- loss minimization
- pairwise constraints
- empirical risk
- feature selection
- feature set
- bayes rule
- training data
- weight vector
- learning algorithm
- multi class
- line search
- feature space