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BelkaMiner MT5

BelkaMiner is a fully automated breakout/momentum/reversal trading system (platform) based on Neural Networks and the most well-known clustering algorithm that is used for unsupervised Machine Learning and statistical data analysis (Data Mining).

  • The EA allows you to build a machine learning-based trading system on any pair and timeframe;
  • It's a real Data Miner and ML system, not just pretty words. You can fully control the learning process and change the data mining settings in your own way;
  • The system can learn how to trade breakout, momentum and reversal strategies by recognizing patterns in historical data;
  • The EA groups a set of entry points in such a way that points in the same group (cluster) are more similar to each other than to those in other groups.
    Then we test each cluster and try to find profitable ones with good performance;

  • The Bollinger Bands, Donchian Channel, Price Action and 6 low correlated Input variables with the Outlier data filter are available;
  • You can share ML-based strategies with the community, the Data Mining results are stored in a text file;
  • The system does not use Martingale, grid, hedging and other risky Money Management techniques;
  • All settings are fully customizable, no hidden parameters;
  • This is a long-term project that will last at least 10 years. The EA is based on Belka Core, so that both EAs will be developed together.

Live monitoring

Please read this post first: How to Use BelkaMiner. Visit my website for more info

ML-based strategies may be sensitive to brokersquotes, and historical data!

I would say the current release is still in beta phase, new ML methods, techniques and strategies/set-files will be added in the future. So DO NOT buy this EA if you want easy and quick money. Buy it if you want to learn more about ML technologies and use them in your trading

Default settings of the EA contains a mean reversion strategy that was created using clustering on the EURUSD pair and the M5 timeframe. The Default_EURUSD_M5 settings file will be created automatically after the first run

Strategies and set-files can be found on the settings page, as well as on my website


Notes

  • ML-based systems are called Black-box to indicate that their function is obscured. In terms of ML, it is very difficult to figure out what has been learned;
  • Therefore, there is a high risk of over-fitting. That's why I do not use ML-based models to generate trading signals; I only use them to analyze and classify signals generated by the simple White-box algorithm. In other words, I use Gray-box models. This allows the system to be more likely to pass the out-of-sample test at the first run;
  • In ML-based trading, the way the result is obtained (the process of strategy creation) is more important than the result;
  • The EA is not a trading strategy; this is a system (platform) for creating ML-based strategies. So the platform cannot trade in profit, loss, or zero; it's just a set of tools containing models, filters, etc. A trading strategy is a set of predefined rules contained in a set-file telling the EA when to buy and sell. Therefore, please do not write that the EA trades bad or good; the system follows rules of a loaded trading strategy, the main goal of the platform (EA) is running the strategy with no errors and nothing else.
  • You can use the demo version for creating strategies and educational purposes.


Requirements

  • Account type: any;
  • Account balance: any;
  • Fast PC;
  • Brain and desire to study ML-based models together with me.


Recommendations

  • I strongly recommend using the MT5 version for data mining and backtesting. It works much faster. It's enough a demo version, not necessary to buy it. You can use SetFileConverter from my website (Download section) to open/view a set-file or convert it to the MT4/MT5 version;
  • It is recommended splitting historical data into an in-sample period used for the initial parameter estimation, data mining, and an out-of-sample period used to evaluate forecasting performance. This helps to slightly reduce the risk of curve-fitting. But remember, out-of-sample testing is not the panacea;
  • It is recommended using historical data from different providers/brokers.

>>MT4 version<<

The original EA can be purchased only at MQL5.com


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North East Way EA it is a fully automated “pullback” trading system, which is especially effective in trading on popular “pullback” currency pairs: AUDCAD, AUDNZD, NZDCAD. The system uses the main patterns of the Forex market in trading – the return of the price after a sharp movement in any direction. Timeframe: M15 Base currency pairs: AUDNZD, NZDCAD, AUDCAD Additional currency pairs:    EURGBP, EURUSD, GBPUSD, USDCAD, GBPCAD, EURCAD. LIVE Signals: North East Way NEW2000 Fast_Way FastWay
30 000 USD
The Power of Unity
Pavel Malyshko
4.8 (5)
Limited time price 399 then price 499 and above! Monitoring   https://www.mql5.com/ru/signals/1431372?source=Site+Signals+My Real Signal   :  https://www.mql5.com/ru/signals/1628666?source=Site+Signals+My The system works in the evening, using the patterns of price behavior in a given trading period. To protect the deposit, the system has a floating take profit, which can be either positive or negative, which allows you to reduce losses. I recommend using it together with my other
399 USD
Batman Midnight Hunter MT5
Evgenii Aksenov
4.92 (12)
Batman Midnight Hunter is a fully automatic smart night scalping system that has proven itself on real accounts. It doesn’t adjust the system to use history data (as most creators do), the EA is developed to use the existing market inefficiency. So it’s not a simple hit-and-miss system, it is a fully adapted smart system for night scalping, using real market mechanics to its advantage in order to make a profit. The EA uses fixed Stop Loss and Take Profit. The EA is workds with any broker and sup
299 USD
Swingy MT5
Profalgo Limited
5 (4)
Launch promo: Only 1 left at 299$ Final price: 990$ SWINGY is a swing system, based on the breakouts of support and resistance levels.  It's a well known strategy that has been traded for decades on all types of markets. Currently, the system is already optimized for 12 currency pairs: EURUSD;GBPUSD;USDJPY;AUDJPY;AUDUSD;EURAUD;EURCAD;EURGBP;EURJPY;GBPJPY;USDCAD;USDCHF; This is a longterm trading strategy, and is a perfect addition to any trader's portfolio. Since the average profits are highe
299 USD
Trademeister
Maxim Dmitrievsky
3.67 (3)
Important! There are many fake copies of my original algorithms in the Market - even the names and descriptions are copied. Sellers are inspired by my success and try to imitate what pleases my ego: it makes me happy when developers rely on my authority. A little about the author: graduate in machine learning more than 10 years of experience in the market developed many trading systems for different platforms I develop the topic of machine learning for algorithmic trading I write incredible m
499 USD
Gold Harmonic MT5
Renate Gerlinde Engelsberger
3.58 (43)
At the request of the people, 5 copies are sold at the previous price (1 people left) : Next price: $ 400 An expert based on harmonic patterns For gold in time frame 5 and 15 minutes With a large number of signals Has a TP and a SL Without the use of dangerous strategies such as martingales and hedges After purchasing this expert, send me a message to join the buyer group  Symbol  Gold  Timeframes  M5 , M15  Minimum  Deposit  Minimum tested capital: 250$   Brokers  Any broker  L
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Lazy Trader
Scott Fredeman
5 (2)
PRICE WILL INCREASE EVERY 1 TO 2 WEEKS. GETTING IT EARLY GETS YOU THE BEST PRICE. Lazy Trader was designed to do all of the complex trading for you, so you can you relax on your couch, or sleep the night away. There is no reason to learn how to trade Forex when using Lazy Trader.  YOU DO NEED TO UNDERSTAND RISK AND MONEY MANAGEMENT HOWEVER......  Ok to Be Lazy and Smart, but PLEASE not Lazy and Stupid. READ THE RISK WARNING BELOW. It's time for you to put your feet up and allow your t
50 USD
EA Gold Stuff mt5
Vasiliy Strukov
4.75 (175)
EA Gold Stuff mt5 is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the  Gold Stuff mt5  indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. For Expert Advisor need hedge type account  Contact me immediately after the purchase to get the settings and a personal bonus! Real-time results can be viewed  here .  SETTINGS Open new series - on / off beginning of a new series of orders. Start l
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EA Black Dragon MT5
Ramil Minniakhmetov
4.68 (75)
EA Black Dragon runs on the  Black Dragon  indicator. The EA opens a deal by indicator color, then there is the opportunity to increase the network of orders or work with stop loss. Works on accounts that support hedging. IMPORTANT! Contact me immediately after the purchase to get instructions and a bonus! Real operation monitoring as well as my other products can be found here:  https://www.mql5.com/en/users/mechanic/seller Inputs Value  ·            Open new series – True/False – EA will op
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Gainer
Ervand Oganesyan
5 (2)
Mean reversion range EA for major currencies and their crosses. Live performance :   https://www.mql5.com/en/signals/1603653 Currency pairs : EURUSD, USDJPY, GBPUSD, AUDUSD, AUDJPY, EURJPY, EURGBP, USDCAD. EA performance optimization has been made and may be made in future on these pairs. Timeframe : EA should be set on М15 as trade signals are checked on M15 only. EA may skip some deals if chart timeframe is higher than M15. Broker timezone settings . " Winter UTC offset, hours " - win
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Luna MT5
Profalgo Limited
4.44 (9)
Launch promo: Only 1 copy left at 349$ Final Price: 999$ New: choose 1 EA as bonus! (limited to 2 trade accounts) LIVE RESULTS :  Best pairs -> h ttps://www.mql5.com/en/signals/1502590 Luna EA is a very effective night scalper and one of the best you can find on the market.  It was developed using years of experience in live trading with the mean-reverse strategy, and selected only the best pairs and techniques to be included in this EA. Since the EA is build upon existing technology that was
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Recurse AI MT5
Denis Iliasov
4.75 (4)
RecurseAI MT5       fully automatic system based on an ensemble of artificial neural networks. The training logic was based on a recursive strategy - the movements on the older time charts depend on the younger charts and vice versa. A distinctive feature of the system         RecurseAI MT5       is to close transactions at the most optimal point without holding them for a long time and safely collect profit from the current market, preventing transactions from going into a long and large drawdo
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Belkaglazer EA  is a fully automated Expert Advisor for creating diverse  long-term  trading strategies in different markets:  FOREX ,  FORTS ,  Crypto ,  Indices . It is designed for professional algorithmic traders. >>MT4 version<< The EA is based on 4 models with clear logic:  PriceChannel ,  Pivot ,  PriceAction, PRNG ; This is a sophisticated platform that can trade momentum, breakout, counter-trend, mean-reversion, scalping, and other strategies depending on settings or set-files; Supports
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Version 1.227 2022.02.15
Regular update, no new features added.

Fixed issues with connecting to https://finance.yahoo.com and https://ec.forexprostools.com

Minor fixes not affecting performance.
Version 1.223 2021.07.20
- Minor fixes not affecting performance.
Version 1.194 2020.06.12
The EA is recompiled using the new MT5 platform version 2485.
More info: https://www.mql5.com/en/forum/342948
Version 1.192 2020.05.04
– Added News Filter: ‘UseNewsFilter‘, ‘DataProvider‘, ‘Symbols‘, ‘FilterEvents‘, ‘FilterCustomEvents‘, ‘FilteringAction‘, ‘BeforeEventMin‘, ‘AfterEventMin‘, ‘DisplayEvents‘, ‘CBOE_VIX_Filter‘, ‘UseTailFilter‘ parameters.

– Added a new parameter: StopHour – time-based stop loss that automatically closes trades at a specified hour, regardless of other conditions (disabled if >23). It allows you to limit the maximum position holding time.
Version 1.185 2020.04.23
- Fixed a bug with incorrect triggering of trading pause.
Version 1.183 2020.04.18
– Added a new ML technique – Neural Network (Supervised). The EA trains perceptron using raw data without clustering. Supervised learning is the machine learning task of learning a function that maps an input to an output based on example input-output pairs. Please visit the 'How to Use the EA' section on my website for more details.

– Added new parameters:

– 'AllowExtraTrades' – maximum number of additional trades that can be opened if the EA gets a new trading signal, and there are open positions.
– 'ExtraTradesPause' – minimum pause in bars between the additional trades.
– 'EventHandling' – how often to handle events: Once a minute (default, recommended) or Every tick (this may use too much CPU resources).
– 'ProbabilityOfProfit%' – minimal predicted probability that a trade will result in profit (chance of making at least $0.01 on a trade). If perceptron predicts a value lower than specified, the trading signal will be ignored and the trade will not be opened.
– 'MinimumProfit%' – minimum profit level, calculated as % of the average profitable trade, to mark a trade as profitable in the output data for training the perceptron.

– Minor Improvements.