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WalkForwardReporter

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Yayınlandı: 15 Ağustos 2016

Mevcut sürüm: 1.8

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WalkForwardReporter

Yardımcı programlar
Stanislav Korotky
Sürüm: 1.8
Güncellendi: 24 Ekim 2018

WalkForwardReporter is a script creating HTML reports from walk-forward optimization results generated by WalkForwardOptimizer (WFO) library. It allows you to easily view and analyze your expert adviser (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 a CSV-file and special global variables with resulting data. Copy the CSV-file from the tester's Files folder into MQL4/Files folder and run the script with default parameters. This builds an html-page with overview of the optimization and also saves the related global variables into GVF-file. In future you may build different reports (drilldowns) from the same resulting data, even if the global variables will be deleted, just by specifing the GVF-file as the 1-st parameter of the script. Until the global variables are intact, you can build drilldowns without mentioning GVF-file.

The names of GVF and HTML files correspond to CSV-file name in global variables, initially specified in EA input wfo_outputFile.

Parameters

InputVariablesFile - a name of GVF-file to use; if empty (by default), global variables are checked for latest available data;
WindowSize - specific window size (days) to use for drilldown; must be one of values used during optimization; by default - 0, meaning cluster overview or auto-detection;
StepSize - specific forward step size (percent or days) to use for drilldown; must be one of values used during optimization; by default - 0, meaning cluster overview or auto-detection;
ClearWFGlobalVariables - a boolean flag; if true, the script deletes "WF_"-global variables at the end of its run; by default - false; the global variables should be cleared before you start next optimization with WFO.

Report types

Depending from input parameters given for WFO library, WFR 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 drilldown for cluster analysis (in the later case WindowSize and StepSize parameters should be specified as existing column and row indices of cluster table).
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, if drilldown is not used (WindowSize and StepSize remains 0 by default).
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 4 is closed you may check every single pass by opening Optimization Results tab in the tester, double-clicking a row with required pass number - 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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Symbol Manager or Grid Manager, designed to group orders into one position (by Symbol or by Magic Number). This utility will be useful to multi-currency traders (many EAs), who can have multiple orders on several pairs. You will be able to see the total number of lots, the total profit, and set virtual stop loss and virtual take profit. To set a real TP (or SL), you must first set the virtual value, and then enter the command in this cell: "set". If you want to set real TP/SL for all orders at

40 USD

OrderManager 'ı Tanıtıyoruz: MT4 için Devrim Niteliğinde Bir Yardımcı Program Yepyeni Order Manager yardımcı programı ile MetaTrader 4 için işlemlerinizi bir profesyonel gibi yönetin. Basitlik ve kullanım kolaylığı göz önünde bulundurularak tasarlanmış olan Order Manager, her işlemle ilişkilendirilen riski kolayca tanımlamanıza ve görselleştirmenize olanak tanır, böylece bilinçli kararlar alabilir ve ticaret stratejinizi optimize edebilirsiniz. OrderManager hakkında daha fazla bilgi için lütfen

30 USD

Trading History - A program for trading and money management on the history of quotes in stratagy tester. It can work with pending and immediate orders, and is equipped with trailing stop, breakeven and take profit functions. Very good for training and testing different strategies. Manual (Be sure to read before purchasing) Advantages 1. Allows you to test any trading strategy in the shortest possible time 2. An excellent simulator for trading training. You can gain months of trading experience

50 USD

Grid Manual, sipariş ızgarasıyla çalışmak için kullanılan bir ticaret yardımcı programıdır. Yardımcı program evrenseldir, esnek ayarlara ve sezgisel bir arayüze sahiptir. Sadece kayıpların ortalaması yönünde değil, aynı zamanda kazanç artışı yönünde de bir emir ızgarası ile çalışır. Tüccarın bir emir ızgarası oluşturmasına ve eşlik etmesine gerek yoktur, bu yardımcı programı yapacaktır. Emri açmanız yeterlidir ve Grid manual otomatik olarak ona bir emir ızgarası oluşturacak ve kapanana kadar ona

50 USD

TP Splitter Pro MT4 TP Splitter Pro MT4 is an advanced Expert Advisor (EA) designed to optimize your take-profit strategy by automatically placing copy trades with multiple TP levels. It ensures a structured exit plan while maximizing profits and managing risk efficiently. Unlike standard trade copiers, TP Splitter Pro MT4 only executes copy orders when the entry price is more favorable than the master order. It places sell orders at a higher price and buy orders at a lower price. With built-in

40 USD

The MT4 EAs Manager is a professional risk management and trade assistance tool designed to monitor, control, and optimize all trading activities on your MT5 account. It acts as a central command center that oversees every trade - whether opened by other Expert Advisors or manually by you. How it's work with other EAs : Blog post MT5 version : https://www.mql5.com/en/market/product/166211 Only 10 copies will be sold at the early-bird price. After 10 copies, the price jumps directly t

35 USD

Introduction This powerful MT4 trade mangement EA offers a way potentially to aggressively multiply trade profits in a riskfree manner. Once a trade has been entered with a defined stoploss and take profit target then the EA will add three pyramid add-on trades in order to increase the overall level of profit. The user sets the total combined profit target to be gained if everything works out. This can be specified either as a multiple of the original trade profit or as a total dollar amount. Fo

100 USD

If you need an advisor on any arrow indicator signals - this utility will definitely help you. You will be able, with the help of this utility to form an unlimited number of EAs on YOUR signals , with your set of settings, with your copyright and complete source code . You will be able to use the resulting EAs unlimitedly , including adding them to the Market and other resources. Free simple version of the generation script to help you understand how it works - here What does the utility do?

100 USD

Local Trade Copier EA , bir MAM veya PAMM hesabına ihtiyaç duymadan, harici kaynaklardan ticaret sinyalleri yürütmesi veya aynı anda birkaç hesabı yönetmesi gereken bireysel tüccarlar veya hesap yöneticileri için bir çözümdür. 8 ana hesaptan sınırsız bağımlı hesaba kopyalar [ Kurulum Kılavuzu | Güncelleme Kılavuzu | Sorun Giderme | SSS | Tüm Ürünler ] %100 kendi kendine barındırılan Kurulumu ve kullanımı kolay Hiçbir yükleyici, yapılandırma dosyası, sunucu, bellek kanalı veya DLL kullanılmadı E

99 USD

Equity Protect Pro: Endişesiz İşlem İçin Kapsamlı Hesap Koruma Uzmanınız Hesap koruması, öz sermaye koruması, portföy koruması, çoklu strateji koruması, kar koruması, kar toplama, işlem güvenliği, risk kontrol programları, otomatik risk kontrolü, otomatik tasfiye, koşullu tasfiye, planlı tasfiye, dinamik tasfiye, iz süren stop loss, tek tıklamayla kapatma, tek tıklamayla tasfiye ve tek tıklamayla geri yükleme gibi özellikler arıyorsanız, Equity Protect Pro ihtiyacınız olan programdır. Kurulumu

30 USD

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

49 USD

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.

95 USD

The indicator compares quotes of a given symbol and a synthetic quote calculated from two specified referential symbols. The indicator is useful for checking Forex symbol behavior via corresponding stock indices and detecting their convergence/divergence which can forecast future price movements. The main idea is that all stock indices are quoted in particular currencies and therefore demonstrate correlation with Forex pairs where these currencies are used. When market makers decide to "buy" one

49 USD

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

30 USD

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

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

This indicator provides the analysis of tick volume deltas. It monitors up and down ticks and sums them up as separate volumes for buys and sells, as well as their delta volumes. In addition, it displays volumes by price clusters (cells) within a specified period of bars. This indicator is similar to VolumeDeltaMT5 , which uses almost the same algorithms but does not process ticks and therefore cannot work on M1. This is the reason for VolumeDeltaM1 to exist. On the other hand, VolumeDeltaMT5 ca

30 USD

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-f

FREE

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

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

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 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 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

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

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

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

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 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

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

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

30 USD

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

30 USD

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

30 USD

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,

30 USD

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

30 USD

The indicator draws a histogram of important levels for several major currencies attached to the current cross rates. It is intended for using on charts of crosses. It displays a histogram calculated from levels of nearest extremums of related major currencies. For example, hidden levels for AUDJPY can be detected by analyzing extremums of AUD and JPY rates against USD, EUR, GBP, and CHF. All instruments built from these currencies must be available on the client. This is an extended version of

30 USD

The indicator provides a statistic histogram of estimated price movements for intraday bars. It builds a histogram of average price movements for every intraday bar in history, separately for each day of week. Bars with movements above standard deviation or with higher percentage of buys than sells, or vice versa, can be used as direct trading signals. The indicator looks up current symbol history and sums up returns on every single intraday bar on a specific day of week. For example, if current

30 USD

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

75 USD

CCFpExtra is an extended version of the classic cluster indicator - CCFp. This is the MT4 version of indicator CCFpExt available for MT5. Despite the fact that MT5 version was published first, it is MT4 version which was initially developed and tested, long before MT4 market was launched. Main Features Arbitrary groups of tickers or currencies are supported: can be Forex, CFDs, futures, spot, indices; Time alignment of bars for different symbols with proper handling of possibly missing bars, in

49 USD

This is a signal indicator for automatic trading which shows probability measures for buys and sells for each bar. 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 core of the indicator is the same as in PriceProbablility indicator intended for manual trading. Unlike PriceProbability this indicator should be called from MQL4 Expert Advisors or used for history visual analysis. The in

60 USD

The main idea of this indicator is rates analysis and prediction by Fourier transform. Indicator decomposes exchange rates into main harmonics and calculates their product in future. You may use the indicator as a standalone product, but for better prediction accuracy there is another related indicator - FreqoMaster - which uses FreqoMeterForecast as a backend engine and combines several instances of FreqoMeterForecast for different frequency bands. Parameters: iPeriod - number of bars in the ma

30 USD

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