openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24
Simple Data Cleaning Techniques for Improving Machine Learning
High-quality data is essential for building reliable machine learning models. Raw datasets often contain missing values, outliers, duplicates, inconsistent formats, and unstructured categorical variables. These issues reduce model accuracy and lead to biased predictions. This pap…