Radiomics for the prediction of the regression grade of colorectal cancer: a challenging classification problem.
Camille RaetsChaïmae El AisatiMark De RidderKurt BarbéPublished in: MeMeA (2022)
Keyphrases
- target variable
- classification accuracy
- support vector
- regression problems
- prediction accuracy
- nearest neighbour algorithm
- pattern classification
- training set
- supervised learning
- decision rules
- benchmark datasets
- regression model
- predictive clustering trees
- radial basis function network
- classification method
- machine learning algorithms
- image classification
- classification scheme
- real world
- feature selection
- prediction model
- feature space
- classification algorithm
- data sets
- model selection
- cross validation
- regression method
- training samples
- machine learning
- classification and regression problems
- multi variate
- ridge regression
- prediction algorithm
- decision trees
- k nearest neighbour
- pattern recognition
- support vector machine svm
- text classification
- multi class
- class labels