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WalkForwardDemo MT5

4

WalkForwardDemo is an expert adviser (EA) demonstrating how the built-in library WalkForwardOptimizer (WFO) for walk-forward optimization works. It allows you to easily optimize, view and analyze your EA performance and robustness in unknown trading conditions of future. You may find more details about walk-forward optimization in Wikipedia.

Once you have performed optimization using WFO, the library generates special global variables (saved in an "archived" file with GVF-extension) and a CSV-file with resulting data in the MQL5/Files folder. Once this is done, the data is used to build an HTML page with overview of the optimization. The names of GVF and HTML files correspond to CSV file name, initially specified in EA input wfo_outputFile.

EA is generated by MQL5 Wizard and based on 2 strategies - Envelopes and WPR. The principles of operation of such EAs and its input parameters are described in the documentation - Models of Trade Signals.

The WFO library parameters are described in the user guide.

You can quickly enable/disable the library using parameter EnableWFO.

An example of parameter set for EA optimization can be found in the product comments.


Report types

Depending from input parameters given for WFO library, it can generate different report types from the resulting data.

  • Standard walk-forward report with a table of passes containing performance indicators for in-sample and out-of-sample periods in the same row, and overall performance for entire aggregated forward period. The report is generated for rolling walk-forward analysis and as a drill down for cluster analysis;
  • Cluster report with a set of tables, containing annualized profit, efficiency, consistency, completeness, and number of days in step for selected combinations of window sizes and forward step sizes. This report is generated after clustered walk-forward optimization;
  • Anchored walk-forward report is similar to standard report except for that window size changes in every pass (row).

Standard and anchored reports show pass number in the 1-st column. Until MetaTrader is closed you may check every single pass by opening Optimization Results tab in the tester, double-clicking a row with required parameters - this will select optimal inputs from this pass into EA, so you can then start a test run.

In standard reports, in-sample optimization data is highlighted with blue color, and out-of-sample data - with yellow. If the latest pass contains forward step overlapping with current time it's highlighted in green, indicating that this is the latest known parameters applicable for trading right now.


Performance indicators

Annualized profit is a hypothetical profit which EA could earn in a year if optimization period profit and forward period profit are re-scaled proportionally to their length.

Efficiency is a ratio of annualized profits of forward and back periods.

Consistency is a fraction of profitable forward passes in aggregated forward period.

Completeness shows how many rolling passes was performed for specified combination of optimization window size and forward step size, can be less than requested number during genetic optimization, because this method skips some parameters values.

Number of days is suitable for converting step size in percent into days.

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注意事項 EAには最大6つのエントリーポイントが含まれ、各取引のロット数は注文ロット数に6を乗じたものとなるため、ロット数が大き過ぎないようご注意ください。 ロット数のデフォルトの計算方法は資金のパーセンテージではありません。デフォルトの計算方法はレバレッジの影響を受けないため、リスクをより正確に管理できます。  リスク耐性を高めるために、1,000ドル以上の資金のご利用をお勧めします。 複数の通貨ペアを同時に使用するとリスクが蓄積される可能性があるためご注意ください。 こちらはMT5バージョンです。MT5バージョンは市場環境をより正確に再現できます。 MT4バージョンが必要な場合は、後日リリースいたします。 取引にはリスクが伴うため、こうしたリスクを理解し効果的に管理することが非常に重要です。 ライブシグナル: クリックして表示 EAはまもなく価格を上げる予定です。興味があれば、お早めにご購入ください。 実行の推奨事項 推奨通貨ペア:GBPUSD、USDCAD、AUDUSD、EURUSD、USDCHF 期間:M15 運用資金:1,000ドル以上を推奨 アカウントのタイプ:特別
One Gold MT5
Stanislav Tomilov
4.79 (14)
Welcome to the world of next-generation investments with our unique trading robot for gold on the MetaTrader platform! Our proprietary developments represent the pinnacle of advanced data analysis computational platforms in the world of trading. One Gold EA is a genuine smart algorithm, operating at a level beyond human traders' reach. Its unique method is based on the principles of a neuroscanner and and advanced technologies in neural networks, EA is capable of analyzing historical and current
Gold Excel MT5
Gregory Hay
4.85 (13)
へようこそ     GoldExcel EA MT5 バージョン 、その日の通貨ペア XAUUSD (GOLD) で有効な取引。通常のアカウント、スポンサー付きアカウント、およびタスクで動作するように私たちのチームによって設計されました。高頻度取引は使用しないでください。 See all products here:   https://www.mql5.com/en/users/fxmanagedforexltd/seller 初期価格は数週間ごとに値上がりします。 Live $1K account Aggressive :  https://www.mql5.com/en/signals/2133201 Live $5K Low Risk:  https://www.mql5.com/en/signals/2133189 Live ICMarkets Test account Medium Risk :  https://www.mql5.com/en/signals/2133192 ジン・ジュオ   ゴールドペアのみを使用したデイトレード戦略です。金ペアは、日々の変動が大きく、ボ
Quantum StarMan
Bogdan Ion Puscasu
4.9 (72)
皆さん、こんにちは。自己紹介をさせてください。 私は Quantum StarMan です。Quantum EA ファミリーの最も新鮮な、衝撃的なメンバーです。 私は、最大 6 つの動的ペア ( AUDUSD, EURAUD, EURGBP, EURUSD, GBPUSD, USDCAD. ) を処理できる完全自動の多通貨 EA です。最高の精度と揺るぎない責任をもって、あなたのトレーディング ゲームを次のレベルに引き上げます。 ここで重要なのは、私はマーチンゲール戦略に依存していないということです。代わりに、最高のパフォーマンスを実現するように設計された洗練されたグリッド システムを利用しています。そして、安心していただけるよう、ドローダウンの合計がアカウントの事前に設定された制限に達した場合には、すべての取引を終了するオプションも提供しています。 しかし、それだけではありません。私はただ話すだけではありません。ライブ信号を起動して実行しているので、私の動作を見ることができます。 重要!購入後、インストールマニュアルとセットアップ手順を受け取るためにプライベートメッセージを送ってくだ
AI NeuroX EA
Denis Kurnev
4.9 (10)
AI NeuroX EA is an innovative trading advisor based on advanced artificial intelligence technologies, including neural networks and the Perplexity and GPT-4 platforms. This advisor has a unique ability to analyze and predict the dynamics of financial markets using deep learning and advanced algorithms. Thanks to the intuition that even the most experienced traders would envy, AI NeuroX EA is capable of developing unprecedented trading strategies, ensuring excellent performance. This advisor oper
Oracle MT5
Stanislav Tomilov
5 (6)
Oracle Trading Expert the Quintessence of Modern Programming Technologies Expert Oracle for MetaTrader, trading on GBPUSD and Gold, represents the quintessence of modern programming technologies. Our unique proprietary methods and developments are based on advanced machine learning concepts, making our trading expert truly one-of-a-kind. We offer cutting-edge modules and neural architecture that embody innovative advancements in financial programming. Our algorithms rely on in-depth data analysi
深層学習が金の取引を再構築し、インテリジェントアシスタントが庭師のように取引の庭を手入れします。「ゴールドガーデン」EAは、深層学習の知的技術を採用し、20年分のデータトレーニングにより、戦略のパフォーマンスを大幅に向上させます。これにより、取引がより簡単でインテリジェントになります。一緒にインテリジェント化の時代を切り開き、取引を幸せな庭園に変えましょう。これはあなただけのGold Garden Stewardになります。 MT4バージョン: Gold Garden MT4 現在の発売記念価格は699ドルで、販売目標に達すると999ドルに値上げされます。 リスク設定: デフォルトは中リスクで、EAにはセキュリティと管理のために複数のリスク設定があります。慎重なユーザーは、EAに慣れるために低リスク値から始めることができます。 購入後: ユーザーマニュアル: クリックしてマニュアルを表示 最新の注意事項やヒントを得るには、プライベートメッセージを送ることをお勧めします。 安全で安定したEA: 当社のEAはグリッドやマーチンゲール戦略を使用しません。各注文にはストッ
Gold Trade Pro MT5
Profalgo Limited
4.75 (24)
プロモーションを開始します! 449ドルで残りわずかです! 次の価格: 599ドル 最終価格: 999ドル EA を 1 つ無料で入手 (2 取引アカウント用) -> 購入後に連絡してください Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Gold Trade Pro はゴールド取引 EA の仲間入りですが、大きな違いが 1 つあります。それは、これが本物の取引戦略であるということです。 「実際の取引戦略」とは何を意味しますか?   おそらくお気づきかと思いますが、市場に出回っているほぼすべてのゴールド EA は単純なグリッド/マーチンゲール システムであり、市場が初期ポジションに逆らったときに取引を追加します。  それらは「ニューラル ネットワーク/AI/機械学習」として偽装されることがよくありま
SSX Titan TT
Artem Minchuk
3.6 (47)
Delving deep into the sphere of finance and trading strategies, I decided to conduct a series of experiments, exploring approaches based on reinforcement learning as well as those operating without it. Applying these methods, I managed to formulate a nuanced conclusion, pivotal for understanding the significance of unique strategies in contemporary trading. Neural network advisors, despite showcasing impressive efficiency in the initial stages, proved to be highly unstable in the long run. Vario
TrendMaster FX
Chen Jia Qi
4.61 (79)
Live signal : TrendMaster FX The MT4 version : TrendMaster FX MT4   EAは現在順調に稼働しており、価格引き上げ計画がスタートしています。次のフェーズの価格は838ドルです。10部売るごとに価格が100ドル上がります。 おすすめの通貨ペア: 英ポンド/米ドル(GBPUSD) 米ドル/カナダドル(USDCAD) ユーロ/米ドル(EURUSD) オーストラリアドル/米ドル(AUDUSD) 米ドル/スイスフランク(USDCHF) 特別注意: Currently recommended :GBPUSD, AUDUSD, EURUSD リスク設定: 積極的なトレーダーのための最大リスク設定は0.15です。 より保守的なトレーダーや、特に資本の大きい人は、0.05以下に設定することをおすすめします。 購入後: ユーザーマニュアルと注意事項を入手するために、私たちに連絡してください。すでに購入された方は、おすすめのユーザーマニュアルを参照してください。 安全で安定したEA: 当社のEAは、グリッドまたはマーチンゲール戦略を使用してい
AI Nodiurnal EAは、先進的なForexロボットであり、最先端の機械学習技術を活用して取引戦略を最適化し、動的な外国為替市場でのパフォーマンスを向上させます。用語「Nodiurnal」は、通常の昼間の取引時間だけでなく、非標準の時間帯にも適応して稼働し、外国為替取引に対する連続的かつ適応的なアプローチを提供する能力を反映しています。 設定:通貨ペアのデフォルト設定:EURUSD H1。特別な設定は購入後にのみ提供されます。 リアルタイムアカウントシグナルはこちら: https://www.mql5.com/ja/signals/1270367 MT4バージョンはこちら: https://www.mql5.com/ja/market/product/69905 マーケットローンチプロモ!残り3/10のコピーのみ:USD 5,500 次の価格:USD 7,500 最終価格:USD 10,000 主な特徴: 機械学習アルゴリズム:AI Nodiurnal EAの主力は、機械学習アルゴリズムの活用にあります。これらのアルゴリズムは膨大な量の歴史的な市場データを分析し、パターン、トレ
GTX Scalper
Vladimir Mametov
4.56 (36)
Automated, highly accurate trading advisor for trading the EURUSD currency pair. Signal:  https://www.mql5.com/en/signals/2129200 Advantages: The advisor does not have grids or martingale.  The advisor uses an intelligent system for closing unprofitable orders. Easy to use since the advisor has no parameters for optimization. There is a news filter and a trading time filter. It is possible to test the news filter in the tester (to do this, contact me and I will send you the news file required
バックテストではなく、実際の取引システムを購入してください。   Live Signal 1       Live Signal 2 この価格はプロモーション期間中の一時的なもので、間もなく値上げされます 最終価格: 5000 $ 毎週金曜日に値上がりします Welcome to the GoldPulse AI Hey, I'm GoldPulse AI! これは、XAUUSD、XAUEUR、XAUGBP、XAUAUD、XAUJPY、XAUCHF、XAUSGD、XAUCNH などの完全なペアで金または XAU を取引する最初の最もスマートなロボットです。 私は毎日ニュースをチェックし、技術的、基本的、感情的な裏付けが得られる機会はすべて利用します。せっかちなトレーダーのポケットから患者のポケットにお金が落ちます! この市場では、賢い人々と競争することになります。彼らはあなたのお金を手に入れようとしており、あなたも彼らのお金を手に入れようとしています。最も正確で積極的な市場分析を使って、頑張ります!あなたの幸運を祈ります! Highlights: シンプルで使いや
Aura Black Edition MT5
Stanislav Tomilov
4.35 (23)
Aura Black Edition is a fully automated EA designed to trade GOLD only. Expert showed stable results on XAUUSD in 2011-2020 period. No dangerous methods of money management used, no martingale, no grid or scalp. Suitable for any broker conditions. EA trained with a multilayer perceptron Neural Network (MLP) is a class of feedforward artificial neural network (ANN). The term MLP is used ambiguously, sometimes loosely to any feedforward ANN, sometimes strictly to refer to networks composed of mult
Quantum Trade EA MT5
Bogdan Ion Puscasu
4.83 (139)
ご紹介     Quantum Trade EA は 、有名な GBPUSD ペアの取引方法を変革する画期的な MQL5 エキスパート アドバイザーです。 Quantum Trade は 13 年以上の取引経験を持つ経験豊富なトレーダーのチームによって開発されました。       EA は、革新的でダイナミックなブレイクアウト ゾーン戦略により、あなたのトレーディングの旅を新たな高みに押し上げるように設計されています。 重要!購入後、インストールマニュアルとセットアップ手順を受け取るためにプライベートメッセージを送ってください。 ***Quantum Trade EA を購入すると、Quantum Gold Empire EA を無料で入手できます!*** 詳細については非公開でお問い合わせください。 ライブシグナル:   ここをクリックしてください MT4バージョン:       ここをクリック 量子EAチャネル:       ここをクリック わずか 5 99.99 ドル のプロモーション価格!価格は間もなく 699.99 ドルに値上がりし、その後 10
Dragon Multi EA MT5
Mansour Babasafary
4.52 (29)
3 experts in 1 expert Strategy based on price action Made specifically for the best forex currency pairs Can be used in the best time frame of the market at a very reasonable price This expert is basically 3 different experts. But we have combined these 3 experts in 1 expert so that you can use 3 experts at the lowest price. All three strategies are based on price action. But based on different trends. Long term, medium term and short term The price will increase by 100$ after every 10 p
No Backtesting is allowed: (OIS IS NOT A HFT Strategy, Will not be violated by Prop firm rules) We don't rely on backtest results. The backtesting environment can't access our database to retrieve historical data. We aim to provide clarity to EA traders and not mislead them. The best approach is to monitor our signals. If you're wondering how to verify that it works with your broker, the response is the same: backtesting results alone don't prove effectiveness. "OIS" : The Final product of ours
ご紹介     Quantum Gold Empire EA は、有名な XAUUSD(GOLD) ペアの取引方法を変革する画期的な MQL5 エキスパート アドバイザーです。 13年以上の取引経験を持つ経験豊富なトレーダーのチームによって開発されました。 重要!購入後、インストールマニュアルとセットアップ手順を受け取るためにプライベートメッセージを送ってください。 ***Quantum Gold Empire EA を購入すると、Quantum Trade EA を無料で入手できます!*** 詳細については個別にお問い合わせください。 ライブ信号: ここをクリックしてください MT4バージョン:   ここをクリック 量子EAチャネル:       ここをクリック 高度なアルゴリズムを活用したエキスパートアドバイザーは、あらゆる一瞬の機会を活用し、最適なエントリーとエグジットを保証します。 リアルタイムの適応性:金市場はダイナミックな性質を持っているため、迅速な調整が必要です。当社のアドバイザーは、変化する市場状況にシームレスに適応し、お客様が常に時代の
Boring Pips MT5
Thi Thu Ha Hoang
4.78 (18)
ほとんどのエキスパートアドバイザーがバックテストのパフォーマンスは完璧でも、実際の取引では効果的でない理由について考えたことはありますか? 最もありそうな答えは過学習です。多くの EA は利用可能な過去のデータに完璧に適応するように作成されていますが、構築されたモデルに一般化能力がないため、将来を予測することができません。 一部の開発者は、過学習の存在を知らないか、知っていても防止する方法を持っていません。他の人はそれをバックテスト結果を美化するためのツールとして利用し、統計的な有意性を考慮せずに数十の入力パラメータを追加し、取引戦略を過去のデータに過度に合わせ、自分の EA が将来において同様のパフォーマンスを達成できると他の人に納得させようとします。 もし興味があって、過学習についてより深く理解したい場合は、こちらの私の記事を参照してください。 Avoiding Over-fitting in Trading Strategy (Part 1): Identifying the Signs and Causes Avoiding Over-fitting in Trading S
Hamilton
Tajammul Hussain
5 (15)
ハミルトン:利益をもたらすCAD取引のゲートウェイ ハミルトンとともに、外国為替取引の世界で変革的な旅に出ましょう。これは私のエキスパートアドバイザーの最新作です。この洗練されたEAは、カナダドルペアおよびそれらのクロスの複雑な景色を航海し、革新的なアプローチを通じて一貫した結果を提供するように設計されています。ハミルトンは、ボリューム、トレンド、トレンドリバーサルを含む人気のあるインジケーターを独自に組み合わせ、強力な取引戦略を作成します。ボリュームデータを分析することで、ハミルトンは主要な市場参加レベルを特定し、そのトレンドおよびトレンドリバーサルインジケーターは取引に参入および退出する最も適切なタイミングを特定するのに役立ちます。これらのインジケーターの組み合わせにより、ハミルトンは変動する市場状況に適応し、短期および長期の機会の両方を活用し、他の取引システムとは一線を画します。特に使いやすく、必要なのは ただ1つのAUDCADH1にアタッチするだけです 、他のすべてのシンボルが自動的に取引されます。 Copy code 特徴 説明 通貨ペア AUDCAD、USDCAD、GBPC
SHOCK DEAL --> -45% OFF --> VERY LIMITED COPIES AT THIS PRICE !!! + BONUS -> PREMIUM EA! Signal Account:  https://www.mql5.com/en/signals/1510678 Forex GOLD Investor is one of the best expert advisors developed to trade on GOLD(XAUUSD) in the forex market. Forex GOLD Investor consists of 2 trading systems . The first one is based on scalping trading strategy and the second system has time based dependency which opens up to 2 trades at a time. It has been tested rigorously to get the most succes
ローンチプロモーション: 現在の価格で入手可能な限定数のコピー 最終価格: 990$ NEW: 無料で EA を 1 つゲット!   (2取引口座の場合) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files DayTrade Pro アルゴリズムへようこそ!   何年にもわたって市場を研究し、さまざまな戦略をプログラミングしてきた結果、優れた取引システムに必要なすべてを備えたアルゴリズムを見つけました。 ブローカーに依存しない スプレッド インディペンデント MT4、MT5、TDS2、および複数のブローカーで、実際の変数スプレッドテストを使用して非常に安定したバックテストを簡単に示します 何百もの異なる設定はすべて、テストで有益な結果をもたらします (もちろん、私は最高のものを選択しました!) 非常に堅牢なシステム -> 設定は交換可能であるため、USDJ
Tiger Trade Pro MT5
Soraya Bahlekeh
4.78 (9)
元の価格 $269 → 50%割引で $129 のみ ライブ結果:   Bio内のリンク Tiger Trade Pro - 自信を持って取引するための鍵! Tiger Trade Proは、Scalp-Trendシステムを使用し、他の類似したEAと比較して非常に有利なリスクを持つ実際かつ一貫して利益を上げるEAです。このEAは、取引スタイルに合わせてシンプルな設定と高度な設定の両方を提供しています。 カスタマイズされた設定:  あなたがシンプルな設定を好むか、高度なコントロールを好むかに関わらず、Tiger Trade Proは対応しています。高度なオプションには次のものがあります: トレーリングストップ:利益を保護します。 自動ロット:システムによってアカウントの純資産に基づいて取引サイズを調整します。 資産停止:資産範囲を定義して損失を最小化します。 時間取引:特定の時間に取引を実行。 ダイナミックステップ:市場条件に基づいて収益性を最適化します。 市場の状況に適応可能:Tiger Trade Proは異なる市場の状況にシームレスに適応し、柔軟性と強靭性を確保し
Candle EA MT5
Mansour Babasafary
4.29 (35)
This expert is based on patterns The main patterns of this specialist are candlestick patterns Detects trends with candlestick patterns It has a profit limit and a loss limit, so it has a low risk The best time frame to use this expert is M30 time frame The best currency pairs to use with this expert is the EURUSD, GBPUSD, AUDUSD, USDCAD currency pairs The price will increase by 100$ after every 10 purchases! Final price 2450$ Get a 50% bonus by buying (or even renting) any of our product
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WalkForwardOptimizer MT5
Stanislav Korotky
3.86 (7)
WalkForwardOptimizer library allows you to perform rolling and cluster walk-forward optimization of expert advisers (EA) in MetaTrader 5. To use the library include its header file WalkForwardOptimizer.mqh into your EA source code, add call provided functions as appropriate. Once the library is embedded into EA, you may start optimization according to the procedure described in the User guide . When it's finished, intermediate results are saved into a CSV file and some special global variables.
AutomaticZigZag
Stanislav Korotky
4.67 (3)
This is a non-parametric ZigZag providing 4 different methods of calculation. Upward edge continues on new bars while their `highs` are above highest `low` among previous bars, downward edge continues on next bars while their `lows` are below lowest `high` among previous; Gann swing: upward edge continues while `highs` and `lows` are higher than on the left adjacent bar, downward edge continues while `highs` and `lows` are lower than on the left adjacent bar. Inside bars (with lower `high` and
FREE
If you like trading by candle patterns and want to reinforce this approach by modern technologies, this indicator and other related tools are for you. In fact, this indicator is a part of a toolbox, that includes a neural network engine implementing Self-Organizing Map (SOM) for candle patterns recognition, prediction, and provides you with an option to explore input and resulting data. The toolbox contains: SOMFX1Builder  - a script for training neural networks; it builds a file with generalize
RenkoFromRealTicks
Stanislav Korotky
4.67 (3)
This non-trading expert utilizes so called custom symbols feature ( available in MQL API as well) to build renko charts based on history of real ticks of selected standard symbol. RenkoFromRealTicks generates custom symbol quotes, thus you may open many charts to apply different EAs and indicators to the renko. It also transmits real ticks to update renko charts in real time. The generated renko chart uses M1 timeframe. It makes no sense to switch the renko chart to a timeframe other than M1. T
This indicator shows price changes for the same days in the past. This is a predictor that finds bars for the same days in past N years, quarters, months, weeks, or days (N is 10 by default) and shows their relative price changes on the current chart. Number of displayed buffers and historical time series for comparison is limited to 10, but indicator can process more past periods if averaging mode is enabled (ShowAverage is true) - just specify required number in the LookBack parameter. Paramet
Time And Sales Layout indicator shows traded buy and sell volumes right on the chart. It provides a graphical representation of most important events in the time and sales table. The indicator downloads and processes a history of real trade ticks. Depending from selected depth of history, the process may take quite some time. During history processing the indicator displays a comment with progress percentage. When the history is processed, the indicator starts analyzing ticks in real time. The l
CustomVolumeDelta
Stanislav Korotky
4.5 (2)
This indicator displays volume delta (of either tick volume or real volume) encoded in a custom symbol, generated by special expert advisers, such as RenkoFromRealTicks . MetaTrader does not allow negative values in the volumes, this is why we need to encode deltas in a special way, and then use CustomVolumeDelta indicator to decode and display the deltas. This indicator is applicable only for custom instruments generated in appropriate way (with signed volumes encoded). It makes no sense to ap
FREE
Order Book, known also as Market Book, market depth, Level 2, - is a dynamically updated table with current volumes of orders to buy and to sell specific financial instument at price levels near Bid and Ask. MetaTrader 5 provides the means for receiving market book from your broker, but in real time only, without access to its history. The indicator OrderBook Cumulative Indicator accumulates market book data online and visualizes them on the chart. In addition, the indicator can show the market
This indicator is an extended implementation of Weis waves. It builds Weis waves on absolute volumes (which is the classical approach) or delta of volumes (unique feature) using different methods of wave formation and visualization. It works with real volumes, if available, or with tick volumes otherwise, but also provides an option to use so called "true volume surrogates", as an artificial substitution for missing real volumes (for example, for Forex symbols), which was introduced in correspo
Classical ADX revamped to provide faster and more solid trading signals. This indicator calculates ADX values using standard formulae, but excludes operation of taking the module of ADX values, which is forcedly added into ADX for some reason. In other words, the indicator preserves natural signs of ADX values, which makes it more consistent, easy to use, and gives signals earlier than standard ADX. Strictly speaking, any conversion to an absolute value destroys a part of information, and it mak
This is a demo version of a non-trading expert , which utilizes so called the custom symbols feature ( available in MQL as well ) to build renko charts based on historical quotes of selected standard symbol and to refresh renko in real-time according to new ticks. Also it translates real ticks to the renko charts, which allows other EAs and indicators to trade and analyze renko. Place the EA on a chart of a working instrument. The lesser timeframe of the source chart is, the more precise resulti
FREE
Most of traders use resistance and support levels for trading, and many people draw these levels as lines that go through extremums on a chart. When someone does this manually, he normally does this his own way, and every trader finds different lines as important. How can one be sure that his vision is correct? This indicator helps to solve this problem. It builds a complete set of virtual lines of resistance and support around current price and calculates density function for spatial distributi
ADXS
Stanislav Korotky
5 (3)
Ever wondered why standard ADX is made unsigned and what if it would be kept signed? This indicator gives the answer, which allows you to trade more efficient. This indicator calculates ADX values using standard formulae, but excludes operation of taking the module of ADX values, which is forcedly added into ADX for some reason. In other words, the indicator preserves natural signs of ADX values, which makes it more consistent, easy to use, and gives signals earlier than standard ADX. Strictly s
This non-trading expert utilizes so called   custom symbols   feature to build renko charts based on history of real ticks of selected standard symbol. RenkoFromRealTicks generates custom symbol quotes, thus you may open many charts to apply different EAs and indicators to the renko. It also transmits real ticks to update renko charts in real time. This is a functionally limited demo version of  RenkoFromRealTicks . RenkoFromRealTicks utility can not work in the tester because it uses CustomSym
FREE
This is an easy to use signal indicator which shows and alerts probability measures for buys and sells in near future. It is based on statistical data gathered on existing history and takes into account all observed price changes versus corresponding bar intervals in the past. The statistical calculations use the same matrix as another related indicator - PointsVsBars. Once the indicator is placed on a chart, it shows 2 labels with current estimation of signal probability and alerts when signal
Order Book, known also as Market Book, market depth, Level 2, - is a dynamically updated table with current volumes of orders to buy and to sell specific financial instument at price levels near Bid and Ask. MetaTrader 5 provides the means for receiving market book from your broker, but in real time only, without access to its history. This expert adviser OrderBook History Playback allows you to playback the market book events on the history using files, created by OrderBook Recorder . The exper
FREE
This indicator provides a statistical analysis of price changes (in points) versus time delta (in bars). It calculates a matrix of full statistics about price changes during different time periods, and displays either distribution of returns in points for requested bar delta, or distribution of time deltas in bars for requested return. Please, note, that the indicator values are always a number of times corresponding price change vs bar delta occurred in history. Parameters: HistoryDepth - numbe
FREE
Order Book, known also as Market Book, market depth, Level 2, - is a dynamically updated table with current volumes of orders to buy and to sell specific financial instument at price levels near Bid and Ask. MetaTrader 5 provides the means for receiving market book from your broker in real time. The expert OrderBook Recorder records market book changes and stores them in local files for further usage in indicators and expert adviser, including testing in the tester. The expert stores market book
FREE
HZZM
Stanislav Korotky
2.67 (3)
This is an adaptive ZigZag based on modification of  HZZ indicator (original source code is available in this article ). Most important changes in this version: two additional indicator buffers added for zigzag evolution monitoring - they show cross signs at points where zigzag direction first changes; zigzag range (H) autodetection on day by day basis; time-dependent adjustment of zigzag range. Parameters: H - zigzag range in points; this parameter is similar to original HZZ, but it can take 0
FREE
This indicator shows price changes for the same days in past years. D1 timeframe is required. This is a predictor indicator that finds D1 bars for the same days in past 8 years and shows their relative price changes on the current chart. Parameters: LookForward - number of days (bars) to show "future" price changes; default is 5; Offset - number of days (bars) to shift back in history; default is 0; ShowAverage - mode switch; true - show mean value for all 8 years and deviation bounds; false - s
FREE
This script allows performing a walk-forward analysis of trading experts based on the data collected by the WalkForwardLight MT5 library. The script builds a cluster walk forward report and rolling walk forward reports that refine it, in the form of a single HTML page. This script is optional, as the library automatically generates the report immediate after the optimization in the tester is complete. However, the script is convenient because it allows using the same collected data to rebuild th
FREE
This non-trading expert utilizes so called custom symbols feature ( available in MQL as well ) to build renko charts based on historical quotes of selected standard symbol and to refresh renko in real-time according to new ticks. Also, it translates real ticks to the renko charts, which allows other EAs and indicators to trade and analyze renko. Place RenkoCharts on a chart of a work instrument. The lesser timeframe of the source chart is, the more precise resulting renko chart is, but the lesse
OrderBook Utilities is a script, which performs several service operations on order book hob-files, created by OrderBook Recorder . The script processes a file for work symbol of the current chart. The file date is selected by means of the input parameter CustomDate (if it's filled in) or by the point where the script is dropped on the chart. Depending from the operation, useful information is written into the log, and optionally new file is created. The operation is selected by the input parame
FREE
Comparator
Stanislav Korotky
4.14 (7)
This indicator compares the price changes during the specified period for the current symbol and other reference symbol. It allows to analyze the similar movements of highly correlated symbols, such as XAUUSD and XAGUSD, and find their occasional convergences and divergences for trading opportunities. The indicator displays the following buffers: light-green thick line - price changes of the current symbol for TimeGap bars; light-blue thin line - price changes of the reference symbol ( LeadSymbo
FREE
The indicator calculates running total of linear weighted returns. It transforms rates into integrated and difference-stationary time series with distinctive buy and sell zones. Buy zones are shown in blue, sell zones in red. Parameters: period - number of bars to use for linear weighted calculation; default value - 96; smoothing - period for EMA; default value - 5; mode - an integer value for choosing calculation mode: 0 - long term trading; 1 - medium term trading; 2 - short term trading; defa
FREE
SOMFX1Builder
Stanislav Korotky
5 (1)
If you like trading by candle patterns and want to reinforce this approach by modern technologies, this script is for you. In fact, it is a part of a toolbox, that includes a neural network engine implementing Self-Organizing Map (SOM) for candle patterns recognition, prediction, and provides you with an option to explore input and resulting data. The toolbox contains: SOMFX1Builder  - this script for training neural networks; it builds a file with generalized data about most characteristic pric
FREE
This indicator predicts rate changes based on the chart display principle. It uses the idea that the price fluctuations consist of "action" and "reaction" phases, and the "reaction" is comparable and similar to the "action", so mirroring can be used to predict it. The indicator has three parameters: predict - the number of bars for prediction (24 by default); depth - the number of past bars that will be used as mirror points; for all depth mirroring points an MA is calculated and drawn on the ch
If you like trading crosses (such as AUDJPY, CADJPY, EURCHF, and similar), you should take into account what happens with major currencies (especially, USD and EUR) against the work pair: for example, while trading AUDJPY, important levels from AUDUSD and USDJPY may have an implicit effect. This indicator allows you to view hidden levels, calculated from the major rates. It finds nearest extremums in major quotes for specified history depth, which most likely form resistence or support levels, a
The indicator displays most prominent price levels and their changes in history. It dynamically detects regions where price movements form attractors and shows up to 8 of them. The attractors can serve as resistance or support levels and outer bounds for rates. Parameters: WindowSize - number of bars in the sliding window which is used for detection of attractors; default is 100; MaxBar - number of bars to process (for performance optimization); default is 1000; when the indicator is called from
This is an intraday indicator that uses conventional formulae for daily and weekly levels of pivot, resistance and support, but updates them dynamically bar by bar. It answers the question how pivot levels would behave if every bar were considered as the last bar of a day. At every point in time, it takes N latest bars into consideration, where N is either the number of bars in a day (round the clock, i.e. in 24h) or the number of bars in a week - for daily and weekly levels correspondingly. So,
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削除済み 2019.01.14 08:13 
 

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Andrey Litvichenko
7557
Andrey Litvichenko 2017.10.19 04:21 
 

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Nork
6194
Nork 2017.07.21 14:29 
 

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レビューに返信
バージョン 1.2 2017.06.06
Bugfix in deviation calculation.

Improvement in the reporter: if optimization window size or forward step size is constant, cluster report is shown as a single table, which contains all performance indicators - each in a separate row.