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And recognition is no longer about recognising a trend-flat change, but about predicting it.
In my opinion, the idea of being able to predict such a shift is a dangerous illusion. It is possible to get a few right predictions in a row, but it will not help to build a system that works for a long time.
It is only possible to react to such a shift, and it will always be a matter of adjusting the balance between first- and second-order error probabilities (shift misprediction and shift omission).
I am sorry, it is none of my business, but why are you looking for pictures but not for what makes these pictures or what is in it. Knowing that in essence the images will not matter.
What makes these 'images' is hidden from the trader. That is why the images are searched for, so that the "Creator" can be deduced from the "Creation". But I will not continue this topic - it is too voluminous. I'm afraid that I too will be labeled as a schizophrenic).
In my opinion, the idea that it is possible to predict such a shift is a dangerous illusion. It may well be possible to make several correct shift predictions in a row, but it will not be possible to build a system that works long enough.
You can only react to such a shift, and it will always be a matter of adjusting the balance between first- and second-order error probabilities (shift misprediction and shift omission error).
It is clear that this is a probabilistic process.
A trader needs to be familiar with probability theory.
I understand. So the image is shapes and forms of candles and their combinations?
candle shapes and combinations are not about that at all. It's also from the sandbox category.
candle shapes and combinations are not about that at all. This is also a sandbox issue.
Nevertheless, we will always have to deal with some specific decision rule on the feature space we use. One way or another, it will come down to a function of historical prices (and possibly news). Thus, the use of some kind of indicators from price is unavoidable.
What makes these 'images' is hidden from the trader. That is why the images are searched for, so that the "Creator" can be deduced from the "Creation". But I will not continue this topic - it is too voluminous. I am afraid that I may also be labeled as a schizophrenic).
By and large, any algo is a calculation of the "Creator" by his "Creation".
By and large, any algo is a calculation of the "Creator" by his "Creation".
In my opinion, it is the AI that sits in people's brains that prevents us from solving the problem. This is like a crowbar with no resistance if there is no other crowbar.)
It's like you remember the adventures of Electronica. It was like, "Eeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee, don't need Eeeeeeee."