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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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ダーウィンの進化 「!!!あなたが興味があるならば、EAの賃貸料は時間が制限されます。 !!!! デフォルト設定でバックテストを作成することはできません.EAは何も開き、ロジックがありません。 こんにちは、 このEAを理解するために、私が誰であるかを説明するプロフィールと、ここでの外国為替のビジョンを説明します。 https://www.mql5.com/en/blogs/post/745790 このEAは私の取引哲学を反映しています。 あなたが物事を見る方法が好きなら、あなたはこのEAを愛します。 時間をかけてください! (外国為替はレースではありません) ここでEAの完全な説明は次のとおりです。(MQL5は説明のサイズを制限するため) このEAは手動取引についてできるだけ近づくように設計されています。 EAの設計と戦略は、膨大なリスクを浴びることなくあなたのアカウントを扱うことができるロボットを作ります。 それは長期的なビジョンのために作られたEAです、それは高速のスカルパーではありません EAは、完璧な機会を待っている週以上に待機し続
1 490 USD
Excelsior
Excelsior
Evgeniy Scherbina
The multi-symbol advisor Excelsior implements a popular variant of the recurrent neural network and trades on daily charts. The advisor is fully ready for the automated trading with 8 symbols: AUDUSD, EURUSD, GBPCHF, GBPUSD, NZDUSD, USDCAD, USDCHF, and USDJPY. The main difference of this advisor from other strategies is that it uses 2 independent recurrent neural networks for calculating "buy" and "sell" signals. The 2 neural networks compete in such a way that they may exclude signals. A result
185 USD
Index Provider
Index Provider
Valerii Gabitov
This Expert Advisor trades stock indices on any MT5 terminal. This Expert Advisor has to work on the VPS 24 hours a day. Its advantages are that it hedges stock indices in different directions. Therefore, trading becomes much safer than most other EA. Please note that you must use a netting account type. The EA will not work correctly on a hedge account. You need to set it on the chart of your DOW30 index and register the name of the second index in the EA settings. The second index is DAX I Ple
1 900 USD
Trader Dream 01
Trader Dream 01
Marco Stacchiotti
本旨。 まず第一に、これは異なる指標に適用される同じ戦略に基づいたEAファミリーの2番目です。 これは、スプレッドメインフィルタリングを使用した異なる指標に同じ戦略と同じ資金管理が適用されることを意味します。 最終目標は、可能な限り高い成功率を持ち、全体的な損失を最小限に抑えたEAを設計することです。 この特性は、長期的な満足のために、EAの使用に対する信頼を高めます。 戦略 1.スキャルピングモードの戦略 EAはインディケータに従って価格の指示に従い、TP1で利益を上げます。その後、プロセスが再起動します。 TP1がトリガーされず、インジケーターの方向が変わる場合、取引は保留され、反対の取引がTP2まで乗算器に応じて開かれますが、市場での取引数が乗算されます。 このステップは、利益が取引数X TP2に達するまで繰り返されます。 2.トレンドフォローモード戦略 EAはインディケーターに従って価格方向に従い、取引が利益を上げ、価格方向が逆転した場合のみ利益を得る。 その後、プロセスが再起動します。 価格方向の変更で取引に利益がない場合、取引は保留され、新しい価格方向が変更される
2 000 USD
YOLO Gold go go
YOLO Gold go go
INREXEA LIMITED
Now price is   1284 , Last 1 copy for this price .  Next Price will be   1525 * Last month performance  The Most valuable thing for YOLO is :   VIP Service   ,   Accurate daily prediction   and   trend change alert   . Will make the all information directly connect into my database to the coming version to protect the copyright and sharing .  So our VIP message and logic will be protected , only whom purchased on MQL can be used the service .  if you want to improve your manual trading skills
1 782 USD
EA Flower MT5
EA Flower MT5
Vitali Vasilenka
怒りは恐怖を克服しますp.sトーマスシェルビー $ 249で10コピーのうち最後の3つ次の価格は$ 449になります。 このシステムのユーザー数を減らすために、価格は高く保たれます! MQL5 chat -   https://www.mql5.com/ru/messages/013CDEC5BD7BD701 Expert Advisorは、「HFT」価格の数学的分析に基づいて開発されています。 エキスパートアドバイザーは、バーの開閉を分析します。価格の上昇または下降のシーケンスに違反した場合、EAは取引を開始します。 金融市場での高頻度取引、高頻度取引、またはHFT戦略により、証券との取引をほんの一瞬で行うことができます。 高頻度トレーダーは、各取引で小さな利益(時には1株あたり数分の1のレベル)を得るために、大量の短期ポジションを開閉します。 HFT取引の場合、資本をあまり必要とせず、ポジションを蓄積せず、ポートフォリオを保持しません。その結果、高頻度取引(リスクと報酬の尺度)の潜在的なシャープレシオは、バイアンドホールドなどの従来の戦略の10倍になります。 通常
249 USD
Money Mind BTC
Money Mind BTC
Antonio Simon Del Vecchio
150 USD
Zion MT5
Zion MT5
Aliia Aleshkina
There are 9 copies of the advisor left at the price of  $149, the next price is $ 199 Hurry up to buy while the price is low enough! Zion       is a trading system based on the property of the market to correct itself at strong support / resistance levels. Two separate neural networks are used to generate a signal to open trades. The first neural network generates a signal, and the second analyzes the results of the first one and issues a confirmation to open a deal. The main principle of a tra
149 USD
Advanced Scalper MT5
Advanced Scalper MT5
Profalgo Limited
MORE THAN 3 YEARS OF TRADE RESULTS ALREADY   ->  https://www.mql5.com/en/signals/413850 CURRENTLY AT +70% DISCOUNT OF FINAL PRICE! ONLY 1 COPIES LEFT AT 390$!! NEW: Buy Advanced Scalper, and get 1 EA for free! (for 2 trade accounts) Final price -> 990$ !! READ SETUP GUIDE BEFORE RUNNING THE EA !!    ->  https://www.mql5.com/en/blogs/post/705899 Advanced Scalper is a professional trading robot that has been in development for many years. It uses very advanced exit-algorithms and has a bu
390 USD
Exp TickSniper PRO FULL
Exp TickSniper PRO FULL
Vladislav Andruschenko
Exp-TickSniper -  high-speed tick scalper with auto-selection of parameters for each currency pair automatically. Do you dream of an adviser who will automatically calculate trading parameters? Automatically optimized and tuned? The full version of the system for MetaTrader 4:   TickSniper  scalper  for MetaTrader 4 TickSniper - Full Description   + DEMO + PDF The EA has been developed based on experience gained in almost 10 years of EA programming. The EA strategy works with any SYMBOLS. Th
499 USD
The Comeback Kid Manager EA
The Comeback Kid Manager EA
Ryan Brown
The Comeback Kid Manger EA is half EA and half trade manager. It's able to keep the trader profitable on complete  auto-pilot. You can also use the onscreen buttons to intervene with the EA to achieve a creative manual/algo collaboration. It's also capable of recovering losing trades by managing them into a small profit or break even. The user has a lot of control on how and when they would like to increase profit on good trades and recovery bad or losing trades.  I can't tell you happy I am w
497 USD
Carousel Triple Correlation MT5
Carousel Triple Correlation MT5
Stanislau Siatsko
Attention: this is a multicurrency EA, which trades by several pairs from one chart!  Therefore, in order to avoid duplicate trades, it is necessary to attach EA only to one chart, ---> all trading in all pairs is conducted only from one chart! Carousel_Triple_Correlation is a powerful tool that has no analogues on the market, and possibly the only automated system with an exclusive trading principle and with the capabilities that the system has. The Carousel_Triple_Correlation logic uses tripl
1 250 USD
Bober Lannister MT5
Bober Lannister MT5
Arnold Bobrinskii
Bober Lannister MT5  - is fully automated cross platform trading robot. Only one trade at a time. No "Recovery algorithm (martingale)" or other dangerous strategies involved. Next order lot size always the same according to Risk settings regardless of achieved result by previous one. Virtual TP and SL  keeps the same distance. Live settings optimized by using real ticks data. Much attention has been paid to forward test results to avoid overfitting. Here you can check Live results : Live sign
600 USD
PS Scalper EA MT5
PS Scalper EA MT5
Miguel Angel Vico Alba
ライブモニタリング(信号):       https://www.mql5.com/en/signals/1154814 グループチャット(パスファインダーシステム):     プライベート。 EAを購入すると、招待されます。 EURUSDペアに基づくスキャルパー。信号ごとに1つの操作のみ。すべての操作には、TakeProfit、StopLoss、およびTrailingStopが組み込まれています。 新しいペアは、将来のアップデートで追加されます。 特徴 スカルパーEURUSD。 信号ごとに1つの操作のみ。 すべての操作には、TakeProfit、StopLoss、およびTrailingStopが組み込まれています。 複数の戦略とフィルター。 自動GMT時間設定。 損失回復システム。 確実なリスク管理と、特定のドローダウンに達したときの業務の終了。 MQIDによる通知システム。 アドバンテージ 最適化は必要ありません(リスク調整のみ)。 グリッド、マルチンゲール、またはリスクの高い戦略はありません。 多数の収益性の高い事業。 保守的な操作のための低い初期預金。 すべての取引はTakeP
199 USD
NewsCatcher Pro for MT5
NewsCatcher Pro for MT5
Evgeniy Scherbina
NewsCatcher Pro opens both pending and market orders based on data from the mql5.com calendar. In live mode, NewsCatcher Pro automatically downloads the calendar, opens orders, trails and closes orders. NewsCatcher Pro can trade any event from the calendar with any symbol available in MetaTrader, including Gold, Oil and cross-rates. To change the default symbol, go to the event view you want to change it for. NewsCatcher Pro uses two strategies: Strategy 1 (pending orders): the advisor opens two
125 USD
Gold Dragon mt5
Gold Dragon mt5
Evgenii Aksenov
Monitoring real deals:  G old Dragon EA      Gold Dragon+ Gold EAgle Buying this Expert Advisor you get personal gift! Details in the DM Price will be kept high to lower the number of users for this system! Gold Dragon MT4  created for  Gold (XAUUSD) H1  trading. By measuring the power of the trend of Daily candles Expert Advisor trades only according to the trend You will need at least one month to objectively assess it in full. The robot may not open transactions for several days waiting fo
1 250 USD
MAFiA Scalper PRO mt5
MAFiA Scalper PRO mt5
Andrey Dyachenko
MAFiA Scalper -Bill Williams (BW) expert advisor with a control panel for trading. !!! Advisor will work ONLY on accounts like HEDGE . The type of account can be seen in the upper left corner of the terminal. Example - there   Detailed instructions with illustrations in English, in PDF file format. - You will find a link to the instruction under the video - The video is in Russian, but you can turn on subtitles and choose the translation into your language. The main task of the advise
597 USD
GridMartin Conqueror MT5
GridMartin Conqueror MT5
Konstantin Kulikov
The best sets for currency pairs: GBPUSD, GBPCAD, EURJPY (timeframe М1). Download sets in comment   #17:  https://www.mql5.com/en/market/product/64329#!tab=comments&page=1&comment=24553757 Monitoring:  https://www.mql5.com/en/signals/author/test-standart   Pay attention to the useful information in my profile:   https://www.mql5.com/en/users/test-standart Version for MT4:  https://www.mql5.com/en/market/product/32758 Highlights to pay attention to During live operation of the expert the G
197 USD
SIEA Max
SIEA Max
Daniel Stein
FX取引で成功するための鍵は、規律、忍耐力、そして私たちが独自に開発したリアルな取引量分析のような明確なエッジです。 これは私たちの10年間のFX取引の経験であり、これらの重要な要素はすべてStein Investments Expert Advisor(SIEA)シリーズにまとめられています。 SIEA MAXは、バランスのとれたリスク・リターンを提供し、あらゆる市場の状況を容易に生き延びることができます-コロナ、Brexitなどの最も重大な状況でさえも。 このシステムの忍耐力と規律は、ユーザーに大きな利益で報われます。それが、私たちが「MAX」と呼ぶ理由です。 FAQ(よくある質問)、バックテストレポート、正しいDST/GMT設定のためのヒントなどの詳細情報は、 SIEA FAQ をご覧ください。 トレーディングスタイル SIEA MAXは、USD、CAD、EUR、CHF、GBP、AUD、NZD、JPYの8つの主要通貨をベースに、28の取引ペアすべてを取引します。 当社独自のリアルトレードボリューム分析により、市場の不均衡とその度合いを判断し、逆張りの機会を見つけ
999 USD
LittleCrazy MT5
LittleCrazy MT5
PAVEL UDOVICHENKO
LittleCrazy MT5 is a fully automated trading system that doesn't require any special skills from you. Just fire up this EA and rest. You don't need to set up anything, EA will do everything for you. EA is adapted to work on small deposits from $ 200. Timeframe: M15 Currency pairs: AUDNZD, NZDCAD, AUDCAD LIVE Signal: LittleeCrazyWay MT5 PROFITABILITY AND RISK The expected estimated profitability according to the backtest data is about 200% - 400% per year. The expected maximum drawdown is ab
289 USD
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Belkaglazer
Belkaglazer
Dmitriy Shal
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. 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 Limit / Stop / Marke
19 999 USD
BelkaMiner
BelkaMiner
Dmitriy Shal
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 o
19 999 USD
Belkaglazer MT5
Belkaglazer MT5
Dmitriy Shal
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
19 999 USD
フィルタ:
Alexander
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Alexander 2020.08.16 23:26 
 

ユーザーは評価に対して何もコメントを残しませんでした

Franck
424
Franck 2020.05.13 10:46 
 

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レビューに返信
バージョン 1.223 2021.07.20
- Minor fixes not affecting performance.
バージョン 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
バージョン 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.
バージョン 1.185 2020.04.23
- Fixed a bug with incorrect triggering of trading pause.
バージョン 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.