Machine learning in trading: theory, models, practice and algo-trading - page 1958
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So what did you do there with your seasonalities?
I'm not going to lie, but I killed half a day on a complex metric that shows a very important effect. Improving the training and test scores is guaranteed to improve the score on the reference site. Previously, the generalizability of the control area was jumping up and down regardless of the results of training. Now there is a synchronous increase in the generalizing ability both in the training-test section and in the control section.
The formula for the complex metric, if anyone is interested.
General General izability - CCM+ Fscore No thanks!!!!
So what did you do with your seasonalities?
conditional heteroscedastic seasonalities
conditional heteroscedastic seasonality
but in worker peasant terms?
conditional heteroscedastic seasonality
They are both here and there without any rules, also conditional))))
and in working peasant terms?
depend on the statistics of the previous hours, which are like filters
looks good in pictures, haven't looked at it in practice yet
depend on the statistics of the previous hours, which are like filters
Looks good in pictures, haven't looked at them in practice yet
From previous hours of the same day, or the same hours of previous days?
depend on the statistics of the previous hours, which are like filters
It looks good in the pictures, I haven't looked at it in practice yet
I don't understand anything, but I must say that time really has a big effect, I'm experimenting with time here too...
I did not understand anything, but I will say that the time really affects very much, I also experiment with time ...
repeat it instead of morning prayers
As strong as the AI may be, but the retardation and lack of understanding of 'what to do in general' can only be cured by cramming ))
From the previous hours of the same day, or the same hours of previous days?
the same
if you look at the signal of one bot from the market that trades seasonals, it has not had a single losing trade in 5 months
If you look at the signal of one market bot, that's a seasonal trade, it has not lost a single deal in 5 months.