Just wondering if anybody has ever done any modelling on past trainers "stable tours" or variants such as the Mark Howard stuff etc ??
Thinking maybe NLP/Sentiment type analysis ????
Or even just some manual analysis matching trainers comments to eventual outcomes ???
Being honest when punting was my day to day i never paid much attention to this sort of stuff as used to find them notoriously full of "trainerspeak" where every horse in the yard is "doing well" or "will improve", even within stuff like specifying distance requirements they always used to say "will get" say 7f for example, despite numerous results proving otherwise - also came from a school of thought that if a trainer is opening his mouth in public then he's probably not being fully truthful (being very polite there)
Would think that you would need to account for all sorts of bias contained within the words and measured against some normalized expectancy.
- Recency bias such as the "fresh start" illusion where those that maybe have disappointed have been allowed time and start afresh in a new campaign......thinking those "had a long break" "wintered well" type comments here are used as a magical cure for a horses limitations
- Personality bias from the trainer himself...remember Clive Brittain who seemed to think every horse with a bit of potential was a Group Class animal - so would he be classed as an "optimist" ?? Others may be classed as "realist" or "pessimist"
How would you "typecast" Aiden ???
How many "best evers" has he had btw ????
- Systemic Positive Skew - thinking of a trainer who cannot possibly be negative on a major owners recent £250000 buy at the sales - "looks very slow, unmotivated, boat-like, will maybe aim for St Leger but very possible he could end up at Aintree in a couple of years" just aint Cricket as they say in that world.
You would "expect" him or her to be waxing lyrical here.
- Deceptive Strategy - Trainers deliberately downplaying any future "handicap plot" type horses especially if from a gambling owner.
are just a few that come to mind.