Abstract: Feature selection is a common pre-processing step for high-dimensional datasets. Filter-Based methods rank feature relevance independently of specific classifiers. This work proposes a graph ...
Ordinal regression (OR, also called ordinal classification) is classification of ordinal data, in which the underlying target variable is categorical and considered to have a natural ordinal relation ...
A comprehensive Python library for processing French IGN LiDAR HD data into machine learning-ready datasets. Features include GPU acceleration, rich geometric features, RGB/NIR augmentation, and ...