Influence of cost/loss functions on classification rate: A comparative study across diverse classifiers and domains.
Fatemeh ChahkoutahiMehdi KhasheiPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- classification rate
- loss function
- recognition rate
- support vector
- classification accuracy
- pairwise
- squared error
- support vector machine svm
- extracted features
- loss minimization
- learning to rank
- risk minimization
- boosting framework
- kernel classifiers
- logistic regression
- boosting algorithms
- reproducing kernel hilbert space
- partially labeled data
- neural network
- cost sensitive
- feature extraction
- face recognition
- naive bayes
- training set
- image segmentation
- decision trees
- machine learning