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BelkaMiner

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 (Default settings)

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

ML-based strategies may be sensitive to brokers, quotes, 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.

>>MT5 version<<

The original EA can be purchased only at MQL5.com


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ONLY 1 OUT OF 10 COPIES AT INTRODUCTORY PRICE $299  Next price will be $349.  (Real Profit, Real Trades, Real Signal) After your purchase, drop me a PM.   IMMORTAL X is a Revolutionary Pending Order- Based BOLLINGER BAND Smart Grid Algorithm Expert Advisor, specializing on the AUDJPY. Bet you don't have anything on AUDJPY. Great for currency diversity in your portfolio. HIGH PROFIT POWER.  Been running it personally on my private accounts since last year April. Its able to pass COVID kind o
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Cobra EA
Vsevolod Gorkovtsov
Sales promo: Cobra EA for $249 only for 10 buyers! 7 copies left, next price - $299 Have your EA or a signal failed soon after it became too crowded ? Shouldn't there be a technical solution to this in the 21st century? For the last several years I have been actively working on the solution to this problem. Name of it – Cobra EA Cobra is a revolutionary grid system unlike anything you have ever seen . And these are not just marketing words, they are backed up with sophisticated algorithmi
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Spider Crazy Pro
Michela Russo
Spider Crazy Pro is at discount Price only Today, at 50% of the Original Price! Buy Now! Spider Crazy Pro is a trading robot  for the trading on forex. This is a complete system with   11 Strategy in 1 EA . This Robot opens a   large number of orders .  Important Information Revealed By  purchasing  this Expert Advisor you are entitled  to receive a free copy  of  Snake Crazy Pro ! (All future updates included) -> To Receive it, Please Contact me by mql5 or email !   This Expert advisor not
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London Pride EA
Dmitrii Golubev
Price: 299$             Live Signal   https://www.mql5.com/en/signals/943594 Telegram Channel      https://t.me/Successful_Forex_EA  Recommended VPS: https://ruvds.com/pr5256 Recommended Broker: https://ru.weltrade.com/?r1=ipartner&r2=36541 London Pride is a high-end, totally automated Expert Advisor specifically devised to trade with GBPUSD currency pair. It is ideal for working on M15 timeframe. The EA uses sophisticated machine learning and self-adaptive algorithms
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Rocket Man
Evgenii Golovanets
Price: $499 Recommended broker Recommended broker №2 Live signal   https://www.mql5.com/en/signals/911160 Telegram channel   https://t.me/rocketman_ea Rocket Man  is a fully automated expert adviser, which implements convenient features to perform multicurrency trading with the ability to widely diversify trading risks. This Forex robot uses just one deal for trading and always use stop loss and take profit to protect capital! Expert never uses dangerous methods of money management, such as mar
499 USD
Red Hawk EA
Wim Schrynemakers
!! ONLY 1 LEFT AT 299$ !! NEXT PRICE: 349$ MT5 VERSION CAN BE FOUND HERE FOLLOW LIVE RESULTS HERE Red Hawk is a "mean reversion" trading system, that trades during the quiet times of the market. It runs on 9 pairs currently: EURUSD, GBPUSD, USDCHF, EURCHF, EURGBP, AUCAD, AUDJPY, EURAUD and USDCAD. Recommended timeframe: M5 Since this kind of strategy works best with low spread and fast execution, I advise using an good ECN broker. Recommended broker:  ICMarkets.com  or Alpari.com Recomm
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FX Sensei
Ronald Torres
Trade FOREX,CRYPTO,STOCKS,METALS and INDICES all from the simplicity of installing it on 1 chart on H1 timeframe. No need to show Market Watch symbols which in turn allows for VPS resource conservation. Feel free to test the set files provided on your own time. For beginners, the FOREX Multipair set file is great starting point. This is the set file used on one of my live signals Live account signal here: https://www.mql5.com/en/signals/913839 >>>Support for Suffixes has been added on new re
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Exp TickSniper
Vladislav Andruschenko
Exp-TickSniper is a fast tick scalper that automatically selects parameters for each currency pair separately. The EA has been developed based on experience gained in almost 10 years of EA programming. The EA performs short-term trades using smart trailing stop and based on the current currency pair data, its quotes, specification and spread. The averaging strategy is used to prevent losses caused by the signals detection algorithm. If an open position suffers a certain loss, then the function o
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Firestarter
Stanislav Tomilov
Price: $249 3 of 10 copies left at this price Next price $299 Live signal: https://www.mql5.com/en/signals/942809 RECOMMENDED BROKER #1   RECOMMENDED BROKER #2   Telegram channel:  https://t.me/aura_gold_ea Firestarter is an advanced, fully automated Expert developed to trade with EURUSD and EURJPY. The Expert Advisor is based on the same logic as the Euromaster , but uses a different trading time, timeframe and set of indicators to enter the market. Firestarter uses unique artificial intellige
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Breakthrough Strategy
Konstantin Kulikov
📢 Special offer for this week 🎁 Discount price - 297$  This system was developed to work with a large number of sets and after a certain time showed itself well when working at the close of trading on Friday. As a result, this direction of trading has become the main one for working with this expert. There are 25 current sets for different currency pairs, as well as a profile for quick setup   (download in comment #164 ). You can analyze the statistics of the work of an expert for different c
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NightVision EA
Alexander Kalinkin
NightVision EA  - is an automated Expert Advisor that uses night scalping trading during the closing of the American trading session. The EA uses a number of unique author's developments that have been successfully tested on real trading accounts. The EA can be used on most of the available trading instruments and is characterized by a small number of settings and easy installation. Live signal for NightVision EA:    https://www.mql5.com/ru/signals/author/dvrk78 Recommended FX broker :  IC Marke
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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.