white paper

Imputation and Analysis with Machine Learning

Despite industry-wide efforts to incorporate robust quality control programs, challenges with mortgage data persist. Fortunately, combining machine learning with cloud computing shows promise in addressing mortgage data gaps and producing more accurate results than traditional approaches. 

This white paper introduces two methods to impute missing values and understand the relationships between various features of a residential loan database.