One question (please take in account that I am no more than a dabbler in this field) - you conclude your piece with ... the nature of the problem slowly changes over time and prediction quality deteriorates.
Isn't this a problem anyway, even with models based on much larger datasets?
Isn't this a problem anyway, even with models based on much larger datasets?