AI, Data Science, Predictions, Machine Learning, Causal Inference.
a 41.8 MAE — significantly larger than MAE observed on the test set. So, what causes the large discrepancy? The answer is that the approach is fundamentally flawed. While the trained estimator may produce accurate predictions on the testing set, it produces biased predictions for interventional (or