AI, Data Science, Predictions, Machine Learning, Causal Inference.
Causal Model (SCM) should be used. SCMs are able to capture causal relationships between all of the features within a given dataset, including the target. However, simply using an SCM is not sufficient, a method for training SCMs without introducing bias is also required. Empirical risk