Employing Support Vector Machine Regression to Estimate the Fetal Gestational Age.
Maisam WahbahRaghad Al SakajiKiyoe FunamotoAnita KrishnanYoshiyuki KasaharaYoshitaka KimuraAhsan H. KhandokerPublished in: CinC (2022)
Keyphrases
- support vector machine
- support vector
- support vector regression
- support vector machines for classification
- regression model
- ultrasound images
- training data
- machine learning
- ridge regression
- regression method
- hyperplane
- feature selection
- multi class
- small sample
- regression problems
- neural network
- predictor variables
- locally weighted
- nonlinear regression
- regression methods
- knn
- accurate estimation
- kernel function
- estimation algorithm
- anatomical structures
- model selection
- k nearest neighbor
- linear regression
- kernel methods
- classification method
- logistic regression