Alice B. Nogueira

Collection: Benchmark Datasets for the Evaluation of Data Imputation Algorithms

Complete and labeled datasets were gathered from the web and processed to simulate missing completely at random (MCAR) and missing at random (MAR) missingness mechanisms, which are inspired by common missing-data patterns. From the original 12 datasets, we generated 2400 benchmark datasets with missing data using the M...