A Systematic Bias of Machine Learning Regression Models and Its Correction: an Application to Imaging-based Brain Age Prediction.
Hwiyoung LeeShuo ChenPublished in: CoRR (2024)
Keyphrases
- regression model
- prediction model
- machine learning
- prediction intervals
- linear regression model
- model selection
- survival analysis
- target variable
- multiple linear regression
- regression methods
- regression analysis
- predictor variables
- prediction accuracy
- generalized linear models
- human brain
- linear model
- machine learning methods
- regression trees
- predictive modeling
- logistic regression models
- feature selection
- gaussian process
- learning algorithm
- text classification
- computational intelligence
- generalized linear
- interval valued data
- multivariate regression
- neural network
- regression method
- independent variables
- predictive model
- learning machines
- medical imaging
- conditional random fields
- machine learning algorithms