The Effect of Feature Selection on Diabetes Prediction Using Machine Learning.
Rania AlhalasehDhuha Ali Ghani AL-MashhadanyMohammad AbbadiPublished in: ISCC (2023)
Keyphrases
- feature selection
- machine learning
- text classification
- prediction accuracy
- text categorization
- support vector
- mutual information
- prediction error
- machine learning algorithms
- model selection
- supervised learning
- multi class
- feature engineering
- predictive modeling
- feature selection algorithms
- pattern recognition
- support vector machine
- feature construction
- prediction algorithm
- unsupervised learning
- health care
- learning algorithm
- feature ranking
- medical data
- decision trees
- feature extraction
- multi task
- prediction model
- high dimensionality
- learning tasks
- information extraction
- computer science
- knn
- knowledge acquisition
- classification accuracy
- knowledge discovery
- feature set
- natural language processing
- computational intelligence
- data mining
- models built
- irrelevant features
- text mining
- risk factors
- information gain
- active learning
- semi supervised learning
- feature space