SVGPM: evolving SVM decision function by using genetic programming to solve imbalanced classification problem.
Muhammad Syafiq Mohd PoziNur Athirah AzharAbdul Rafiez Abdul RaziffLina Hazmi AjrinaPublished in: Prog. Artif. Intell. (2022)
Keyphrases
- decision function
- support vector
- svm classifier
- training samples
- decision functions
- support vector machine svm
- support vector machine
- standard svm
- support vectors
- classification algorithm
- feature space
- ls svm
- machine learning
- feature selection
- neural network
- reduced set
- learning algorithm
- decision boundary
- feature vectors
- training set
- pattern recognition
- training examples
- image classification
- knn
- classification accuracy
- cross validation
- kernel function
- hyperparameters
- class imbalance
- model selection
- text classification
- multi class classification
- multi class
- data sets