Predicting Patient's Willingness for Colorectal Cancer Screening Practices Using Machine Learning Classifiers.
Ahmad Abdel-Aziz ShariehNesreen A. HamadHeba I. Abu KafFuad H. AbuadasPublished in: ICIT (2023)
Keyphrases
- machine learning
- colorectal cancer
- machine learning algorithms
- machine learning methods
- decision trees
- supervised classification
- machine learning approaches
- feature selection
- learning algorithm
- training data
- support vector
- knowledge acquisition
- test set
- training samples
- learning classifier systems
- case study
- training set
- learning tasks
- multiple classifier systems
- data mining
- class labels
- linear classifiers
- patient data
- naive bayes
- pattern recognition
- active learning
- knowledge discovery
- information extraction
- clinical data
- feature ranking
- heart rate
- support vector machine
- inductive learning
- learning problems
- natural language processing
- svm classifier
- model selection
- medical data
- training examples
- text mining
- classification algorithm
- classifier ensemble
- text classification
- medical experts
- feature extraction
- data sets