Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm - support vector regression model.
Ibrahim O. AladeAliyu BaguduTajudeen Olawale OlasupoMohd Amiruddin Abd RahmanTawfik A. SalehSunday Olusanya OlatunjiPublished in: Comput. Methods Programs Biomed. (2018)
Keyphrases
- regression model
- refractive index
- genetic algorithm
- support vector
- support vector regression
- regression methods
- model selection
- regression analysis
- cross validation
- neural network
- generalized linear models
- prediction model
- surface normals
- single view
- gaussian process
- logistic regression
- photometric stereo
- zenith angle
- linear regression model
- intensity images
- explanatory variables
- interval valued data
- kernel function
- support vector machine
- classification accuracy
- artificial neural networks
- multivariate regression
- feature selection
- loss function
- multiple linear regression
- face recognition
- machine learning