Add Binary Flags for Missing Values for Machine Learning

Missing values can cause problems when modeling classification and regression prediction problems with machine learning algorithms. A common approach is to replace missing values with a calculated statistic, such as the mean of the column. This allows the dataset to be modeled as per normal but gives no indication to the model that the row […]

The post Add Binary Flags for Missing Values for Machine Learning appeared first on Machine Learning Mastery.

Comments