Obviously that would change. We always call these as 'predictions' but based on experience. I agree Region specific predictions may provide better results but that will also decrease no. of predictions.
Apart from these predictions, I personally follow a second rule:
"the more urgent is my forthcoming journey, more I will try to get a alternate arrangement like tatkal or other mode of Transport."