A Novel Intelligent System for Detection of Type 2 Diabetes with Modified Loss Function and Regularization.
G. C. MallikaAbeer AlsadoonDuong Thu Hang PhamHa Thi MaiSalma AbdullahP. W. C. PrasadTran Quoc Vinh NguyenPublished in: Program. Comput. Softw. (2021)
Keyphrases
- loss function
- intelligent systems
- regularization term
- risk minimization
- reproducing kernel hilbert space
- convex loss functions
- solution path
- stochastic gradient descent
- computational intelligence
- pairwise
- hinge loss
- support vector
- artificial intelligence
- gradient boosting
- learning to rank
- ambient intelligence
- expert systems
- bregman divergences
- square loss
- logistic regression
- empirical risk
- data dependent
- boosting framework
- neural network
- parameter selection
- line search