Prediction of Cardiac Illness using Machine Learning Algorithms with and without Feature Selection.
Jeethu PhilipBala Srujan Kumar Reddy GadeKameswari Sai Pranamya Kyl AlkaCharan Reddy GuntakaPublished in: ICCCNT (2023)
Keyphrases
- machine learning algorithms
- feature selection
- machine learning
- input features
- benchmark data sets
- learning algorithm
- predictive accuracy
- meta learning
- learning problems
- machine learning methods
- statistical machine learning
- decision trees
- prediction accuracy
- standard machine learning algorithms
- machine learning approaches
- text categorization
- learning tasks
- prediction model
- machine learning models
- random forests
- text classification
- mutual information
- machine learning systems
- feature extraction
- model selection
- transfer learning
- data mining
- neural network
- feature set
- classification accuracy
- feature space
- classification models
- feature selection algorithms
- support vector
- data sets