Interpretable linear dimensionality reduction based on bias-variance analysis - Bonetti, Paolo; Metelli, Alberto Maria; Restelli, Marcello (Data mining and knowledge discovery, 2024)
Keywords: Algorithms; Artificial Intelligence; Bias; Chemistry and Earth Sciences; Collinearity; Computer Science; Data Mining and Knowledge Discovery; Datasets; Design; Design analysis; Information Storage and Retrieval; Machine learning; Physics; Statistics for Engineering; Synthetic data; Variance analysis; Dimensionality reduction; Bias-variance tradeoff; Feature aggregation; Linear regression