Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can!

Nathan TeBlunthuis, Valerie Hase, Chung-Hong Chan

Automated classifiers (ACs), often built via supervised machine learning (SML), can categorize large, statistically powerful samples of data ranging from text to images and video,…