ROLEX: A Novel Method for Interpretable Machine Learning Using Robust Local Explanations.
Buomsoo (Raymond) KimKarthik SrinivasanSung Hye KongJung Hee KimChan Soo ShinSudha RamPublished in: MIS Q. (2022)
Keyphrases
- machine learning
- computational cost
- detection method
- machine learning methods
- synthetic data
- high accuracy
- support vector machine
- significant improvement
- cost function
- dynamic programming
- optimization method
- high precision
- computationally efficient
- experimental evaluation
- color images
- computational complexity
- multiscale
- input data
- objective function
- support vector machine svm
- segmentation algorithm
- training data
- feature selection
- computer vision
- fully automatic
- learning algorithm