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GOLD CatBoost Distans MA 3 ST V1

3.89
GOLD CatBoost Distans MA 3 ST V1 EA works on the Catboost algorithm. The technology described in my articles is used, which you can read below:

Experiments with neural networks (Part 1): Revisiting geometry https://www.mql5.com/en/articles/11077
Experiments with neural networks (Part 2): Smart neural network optimization https://www.mql5.com/en/articles/11186
Experiments with neural networks (Part 3): Practical application https://www.mql5.com/en/articles/11949
Experiments with neural networks (Part 4): Templates https://www.mql5.com/en/articles/12202
Experiments with neural networks (Part 5): Normalizing inputs for passing to a neural network https://www.mql5.com/en/articles/12459

Experiments with neural networks (Part 6): Perceptron as a self-sufficient tool for price forecast https://www.mql5.com/en/articles/12515

EA tracks the distance between the Moving Average indicators: 5, 20, 60, 25, 100, 300, 50, 200, 600.

Recommendations:

  • Connecting an account through the spread return service. Allows you to get additional profit in the form of a return of the spread.
  • Currency pairs: XAUUSD.
  • Timeframe: H1.
  • The spread is not important, the broker is not important.

Settings:

  • "------------Strategies----------------";
  • UseStrategy1 - use strategy 1 or not (MA indicators 5, 20, 60);
  • UseStrategy2 - use strategy 2 or not (MA indicators 25, 100, 300);
  • UseStrategy3 whether to use strategy 3 or not (MA indicators 50, 200, 600);
  • "------------Lots settings------------";
  • MaximumRisk - maximum risk per 1 trade (the number of included strategies is taken into account);
  • CustomLot - fixed lot per trade;
  • "------------Other settings-----------";
  • MaxSpread - maximum spread for opening a position;
  • Slippage - slippage;
  • Magic - magic number;
  • EAComment - commentary for positions (ATTENTION - do not change comments for positions. The Advisor keeps records of comments).


Comentários 9
Sergey Porphiryev
1336
Sergey Porphiryev 2024.09.21 00:34 
 

1st week pass in good profit!!! looks like goddamn cool EA!!!

koatbufu16
45
koatbufu16 2024.09.11 18:27 
 

Hello, I started using the robot on Friday, September 3rd in a real account of €100 and to date it has generated €70 without any high DD. At the moment it is working perfectly. The author is always very attentive and resolves all your doubts. I recommend it 100%.

Sergei Vasil Ev
676
Sergei Vasil Ev 2024.08.25 12:37 
 

A very interesting algorithm, so far I am satisfied.

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GOLD CatBoost Angle MA 3 ST V1   EA works on the Catboost algorithm. The technology described in my articles is used, which you can read below: Experiments with neural networks (Part 1): Revisiting geometry   https://www.mql5.com/en/articles/11077 Experiments with neural networks (Part 2): Smart neural network optimization   https://www.mql5.com/en/articles/11186 Experiments with neural networks (Part 3): Practical application   https://www.mql5.com/en/articles/11949 Experiments with ne
CatBoost Distans MA 3 ST V1   EA works on the Catboost algorithm. The technology described in my articles is used, which you can read below: Experiments with neural networks (Part 1): Revisiting geometry   https://www.mql5.com/en/articles/11077 Experiments with neural networks (Part 2): Smart neural network optimization   https://www.mql5.com/en/articles/11186 Experiments with neural networks (Part 3): Practical application   https://www.mql5.com/en/articles/11949 Experiments with neura
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Filtro:
Michael Arthur Schorr
1081
Michael Arthur Schorr 2024.10.10 17:49 
 

Its always in a trade but it seems it suffers from the typical overfitting that comes from neural network/ai eas. As new update comes the new data is learned and looks good in backtest but if market condition change slightly it has issue to adapt and keep up the results. I currently dont use it anymore. A signal would inspire great confidence. The developr is certainly a good technician, but maybe need some more exp with trading(?).

Bi Zhou
1110
Bi Zhou 2024.10.03 17:56 
 

over-fitting EA, not work for real market

Ralphor
351
Ralphor 2024.09.26 20:11 
 

Seems to be curve fitted !!! Backtests work amazingly until beginning of August. From August until today suddenly no more gains. Doing forward test now on demo account. If it's working better, I'll update my review.

Update: huge loss on demo account on10/23/24. In forward test worse than in backtest. On the non-gold catboost distans also big loss. This raises a big question mark whether this EA might be good in theory and in backtest, when in reality it doesn't show any gains but leads to rather big losses. To be fair I will further test it and update the review in case the picture will change.

Update2: 50% loss by now. It compensated for the losses a little bit, but lost again right afterwards. When there are big price movements, it always seems to bet on the wrong side. Doing better on small movements.

Update3: completely blew up the demo account! No news filter, no stop-loss, no recovery mode. Good in backtest, catastrophic in real life !!!

Jenny LK
1807
Jenny LK 2024.09.26 19:20 
 

Forward testing results are falling as time goes. Over fit is assumed. There's no live signal.

Sergey Porphiryev
1336
Sergey Porphiryev 2024.09.21 00:34 
 

1st week pass in good profit!!! looks like goddamn cool EA!!!

koatbufu16
45
koatbufu16 2024.09.11 18:27 
 

Hello, I started using the robot on Friday, September 3rd in a real account of €100 and to date it has generated €70 without any high DD. At the moment it is working perfectly. The author is always very attentive and resolves all your doubts. I recommend it 100%.

Roman Poshtar
5786
Resposta do desenvolvedor Roman Poshtar 2024.09.11 18:29
Thank you for your feedback.
Sergei Vasil Ev
676
Sergei Vasil Ev 2024.08.25 12:37 
 

A very interesting algorithm, so far I am satisfied.

Roman Poshtar
5786
Resposta do desenvolvedor Roman Poshtar 2024.08.25 14:00
Thank you for your feedback.
Sarvarbek Abduvahobov
66
Sarvarbek Abduvahobov 2024.08.25 11:53 
 

I am still testing some demo accounts, you just have to be patient and let the robot work. Some traders do not like losses, so if you are afraid of losses, impatient, this is not the place for you. My only surprise is that it doesn't lose balance on any account large or small, and it recovers quickly.

Roman Poshtar
5786
Resposta do desenvolvedor Roman Poshtar 2024.08.25 12:36
Thank you for your feedback.
JCJ
811
JCJ 2024.08.23 02:58 
 

Back tests match live performance, mostly trades trends, needs time and patience to turn profits, works well

Roman Poshtar
5786
Resposta do desenvolvedor Roman Poshtar 2024.08.23 03:00
Thank you for your feedback.
Responder ao comentário
Versão 1.1 2024.09.25
V1.1 - new neural network training