Investigation of machine learning algorithms on heart disease through dominant feature detection and feature selection.
Fuat TürkPublished in: Signal Image Video Process. (2024)
Keyphrases
- machine learning algorithms
- feature detection
- heart disease
- feature selection
- machine learning
- input features
- benchmark data sets
- learning algorithm
- medical diagnosis
- detection method
- learning problems
- decision trees
- preprocessing
- detection algorithm
- scale space
- image features
- feature detectors
- machine learning methods
- statistical machine learning
- object recognition
- machine learning approaches
- image analysis
- keypoints
- text categorization
- feature set
- multi class
- text classification
- support vector
- classification accuracy
- learning tasks
- information gain
- machine learning models
- robust detection
- real world
- learning models
- feature subset
- medical images
- support vector machine
- selected features
- feature vectors
- feature extraction
- palmprint
- knn
- pattern recognition
- multiscale
- database
- radial symmetry
- standard machine learning algorithms