Optimizing the Feature Set for Machine Learning Charitable Predictions.
Greg LeeJordan PippyMark HobbsPublished in: AI (2022)
Keyphrases
- feature set
- machine learning
- feature selection
- random forest
- feature vectors
- classification accuracy
- feature extraction
- feature space
- multiple features
- machine learning algorithms
- feature representation
- pattern recognition
- machine learning methods
- text classification
- learning algorithm
- extracted features
- texture features
- computer vision
- support vector machine
- classification models
- kernel function
- class labels
- selected features
- page layout analysis
- data mining
- text categorization
- decision trees
- learning tasks
- semi supervised learning
- image classification
- learning models
- feature selection algorithms
- supervised learning
- information extraction
- support vector
- training data
- feature types
- feature extraction and selection