Algorithm-agnostic significance testing in supervised learning with multimodal data - Kook, Lucas; Lundborg, Anton Rask (Briefings in bioinformatics, 2024)
Keywords: Algorithms; Availability; Comets; Computational Biology - methods; Datasets; Decision making; Decision trees; Humans; Learning; Liver cancer; Liver Neoplasms - genetics; Machine learning; Medical imaging; Neural networks; Problem Solving Protocol; Robust control; Source code; Statistical analysis; Statistical inference; Supervised learning; Supervised Machine Learning; significance testin; multimodal data; Conditional independence; Generalised Covariance Measure; Projected Covariance Measure