Konstantin Stratigenas / Profil
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The picture says it all. On the Bottom is before. On the Top is after. The system learned. It’s working. Very impressive.
How it works:
Hyperparameters are the tuning knobs that automatically adjust how the model learns and responds.
When stacking models — known as stack levels — it is crucial to remove hidden timestamp leaks. Such leaks allow the model to "see" future information, leading to false patterns.
Bag folds are used to split training data into many different subsets, enabling the model to learn from diverse perspectives and avoid premature conclusions. This makes the forecast more robust and reliable.
Unlock the edge with this upgraded forecast — subscribe to the Signal now:
https://www.mql5.com/de/signals/2244770


The signal is active and effectively filters out weak setups. The impact on performance is clearly visible.
The system is already available on the MQL5 Signal:
https://www.mql5.com/en/signals/2244770
Integration into the EA will follow shortly.
Want to see what’s possible? Subscribe and experience it for yourself.




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Only this weekend! 100 $ for the new Expert Advisor Pattaya GT for a 1 Year Subscription!
Get it for a low risk Price now and take some good Gains! Enjoy Life 🦄🦄🦄☀️☀️🎉

Neden Pattaya GT? Pattaya GT ile neler olduğunu görürsünüz. Kara kutu ticareti yok, ancak tam içgörü. Yapay zeka tarafından hesaplanan tüm göstergeler ve değerler grafikte gerçek zamanlı olarak görülebilir. Bu, yatırımcılara tam kontrol sağlar. Dört gösterge ve üç zaman diliminin yanı sıra uzun ve kısa için iki ayrı kanal ile makine öğrenimi mevcut piyasa durumunu tam olarak yakalayabilir. Sistem mümkün olan en güvenli zamanlarda işlem yapmak üzere eğitilmiştir. Zaman, uzun veya kısa, zararı

💡 This isn’t just another trading signal—it’s AI in action. Don’t get left behind while others embrace the future.
⚠️ Trade responsibly: only invest what you can afford to lose.
👉 Follow the live signal here: https://www.mql5.com/en/signals/2244770






-> Signal with Live Stream: https://www.mql5.com/de/signals/2244770


Experience unparalleled performance with the latest update of Pattaya GPT. Enhanced tick processing at midnight and over weekends drives these incredible results. Don't miss out—check the live stream and see it in action: https://www.mql5.com/de/signals/2244770


-> with 24/7 Livestream Monitoring
Enjoy Life :)


Introducing **Pattaya GPT**, the game-changing Expert Advisor (EA) now on MQL5 as a Signal. This AI-powered EA is set to transform your trading experience.
#### A Journey to Remember
The idea for Pattaya GPT was born during an unforgettable trip to Pattaya. Amid the vibrant energy and cultural blend of the city, the creator envisioned a trading tool that could harmonize traditional wisdom with modern technology.
"One evening in Pattaya, watching the sunset over the bustling markets and modern skyscrapers, it hit me – why not create an EA that blends the best of both worlds?" says the creator.
#### Why Pattaya GPT?
- AI Precision: Unmatched accuracy in analyzing and executing trades.
- GBPUSD Mastery: Tap into the dynamic opportunities of the GBPUSD pair.
- Smart Indicators: Bollinger Bands, Moving Averages, MACD, and RSI for a full market perspective.
#### Unique AI Features
- Limiter: AI-driven trade limits for maximal profitability.
- Automatic Weighting: Real-time data adjusts strategies dynamically.
- Close Signal Training: Precision exits to lock in profits.
#### Join the Future of Trading
With a fixed subscription price forever, Pattaya GPT is your ticket to smarter trading. Don’t miss out – join now and elevate your trading game!
#### Watch Live: https://www.twitch.tv/pattayagpttrader
#### Signal: https://www.mql5.com/en/signals/2244770

This EA connects trading systems on a Windows Server (VPS), providing top-tier trade copying locally or remotely and powerful API integration. Experience lightning-fast performance with a 10ms reaction time for seamless, reliable trading. For seamless operation, use the EA on a hosted server (VPS or cloud). It also works on your own server or computer. Copy Trades: Effortlessly copy trades between terminals, local or remote. Just select the same channel for both terminals and set the
This EA connects trading systems on a Windows Server (VPS), providing top-tier trade copying locally or remotely and powerful API integration. Experience lightning-fast performance with a 10ms reaction time for seamless, reliable trading. For seamless operation, use the EA on a hosted server (VPS or cloud). It also works on your own server or computer. Copy Trades: Effortlessly copy trades between terminals, local or remote. Just select the same channel for both terminals and set the Direction