Few months ago I was watching a course on Deep Neural Networks from a respected author (a data scientist with a strong computer science background, including over 20 years of experience of all aspects of software development and one of my idols) and he does an overview of neural network applications using feature importance and ensembles methods.

Applications of Deep Neural Networks Class Session 12
The course is very informative worth watch

Ensembles methods involves training a algorithm to combine the predictions of several other learning algorithms. First, all of the other algorithms are trained using the available data, then a combiner algorithm is trained to make a final prediction using all the predictions of the other algorithms as additional inputs.

Impressive that you have implemented something similar to Expert Advisor Studio

Eager to explore and see the minutest details of this

Cheers Popov, great work!

References

• Ensemble_learning

• Applications of Deep Neural Networks Class Session 12

Can a group of strategies that is created with Generator be reprocessed as one unit by Reactor... I mean a whole Collection...

If so. will Reactor do all of the tests on the whole Collection.

How to set that up, please....

Thanks

.it gives total different results!

Yesterday a user called me that he opened a strategy in a separate tab in FSB and it showed a different result. However it appeared that the first runs on GBPUSD and the second on GPBJPY. Oh, and the Stop Loss was 14 points vs 148 points.

..

How difficult is to see it alone:

EA Studio opens and closes positions only at Bar Open. If you set the same entry and exit rules in FSB Pro and use entry at Bar Open and exit at Bar Close, you will receive the same results provided that you are using the same data and settings.

This is great.........  thank you

The former "Automated Workflow" is moved to a separate page - Strategy Reactor

You can switch from the Generator to Reactor from the main navigation menu.

We can add more options to the tool when it is in its own page.

Trade Safe!

WillI have to get a loan to pay my power bill?  lolol

Thanks

Does the advanced workflow affect the EA Studio speed?

No it doesn't. EA Studio is faster than light.

Check your computer power settings and be sure it is on "High Performance".

Use the Chrome browser.

Make sure the tab with the EA Studio is selected.

Check if you use some suspicious browser extension.

Check your antivirus program.

I've been using EA Studio for almost half a year, I don't know if it's just me, but lately I feel that EA Studio isn't as fast as it used to be (before the advanced workflow was launched). I tried to turn off the advanced workflow, but it didn't change anything.

Does the advanced workflow affect the EA Studio speed?