Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions.
Harrie OosterhuisLijun LyuAvishek AnandPublished in: CoRR (2024)
Keyphrases
- feature selection
- machine learning
- feature set
- feature subset
- irrelevant features
- discriminative features
- redundant features
- preprocessing step
- text classification
- text categorization
- feature ranking
- selecting features
- machine learning methods
- pattern recognition
- support vector machine
- machine learning algorithms
- feature engineering
- multi class
- classification accuracy
- computer vision
- individual features
- artificial intelligence
- input features
- multi label
- feature extraction
- high dimensionality
- learning algorithm
- single feature
- supervised feature selection
- discriminatory power
- feature selection algorithms
- information gain
- inductive learning
- semi supervised learning
- feature vectors
- feature space
- feature weighting
- learning tasks
- class labels
- feature construction
- unsupervised learning
- model selection
- mutual information
- information extraction
- knowledge discovery
- pointwise mutual information
- data sets