SPINEX: Similarity-based Predictions and Explainable Neighbors Exploration for Regression and Classification Tasks in Machine Learning.
M. Z. NaserM. K. albashitiA. Z. NaserPublished in: CoRR (2023)
Keyphrases
- machine learning
- conformal prediction
- model selection
- classification and regression problems
- machine learning algorithms
- regression model
- mercer kernels
- learning algorithm
- machine learning methods
- text mining
- knowledge acquisition
- ridge regression
- nearest neighbor
- natural language processing
- artificial intelligence
- data mining
- learning tasks
- regression problems
- linear regression
- support vector
- natural language
- locally weighted
- expected error
- explanation based learning
- inductive learning
- data analysis
- knowledge representation
- data points
- regression analysis
- active learning
- regression method
- survival analysis
- decision trees
- regression function
- computer vision
- computational intelligence