Feature classification or feature tagging is an approach of correctly classifying or tagging a sizeable amount of data into distinct categories. It is a process of extracting specific features from the images or text, making object identification easier. The goal is to exclude non-informative or redundant predictors from the feature classification model. Usually, huge data volumes are needed for machine learning. Cogito offers high-quality feature classification datasets for machine learning and NLP models using different techniques.