Establish the training-median baseline on held-out families

Establish the training-median baseline on held-out families

Predict the training median critical temperature for every test compound and compute mean absolute error on the untouched test families. Report the error per family. Deliverable: A baseline script and a table with family, compounds, and mean_absolute_error, plus the overall value.