Neural Predictor MT4

2
The indicator refers to the means of probabilistic analysis.
Prediction is performed by the Monte Carlo method together with a mathematical model of a neuron.
But, the modeling of samples for this method is made not artificially, but comes from the original "nature", that is, from history.
The number of samples and the detail of their modeling is achieved using the lower (relative current) timeframe.


Indicator algorithm :


In general terms, the algorithm boils down to the fact that the indicator is trained on the history of cause-samples and effect-samples, forming a kind of cumulative effect-sample, that is, a forecast.
Next the generated forecast is checked for its expressed tendency, and if it satisfies, then this forecast can be taken into account.
At the same time, the forecast candles are repainted in a different color, and the price levels recommended for placement stop-loss and take-profit also appear.

As an expected result in case of a correct forecast - a profitable deal brings several shares of profit.
As an expected result in case of an incorrect forecast - an unprofitable deal brings only one share of loss.

The frequency of full recalculation/retraining is equal to the frequency of the lower timeframe, which is assigned automatically, or can be selected arbitrarily via the input variable.
The duration of the learning history is also set via the input variable, and the very limitation of this duration excludes the effect of overtraining.


Usage strategy :


The opening of a trading position is carried out according to the forecast, which is displayed by yellow candles.
If a trading position has closed at stop-loss, but the previous forecast continues to exist, then you just need to open a position again.
You should hold an opened trading position no longer than the duration of the forecast, that is, no longer than the ForecastDuration distance (see below).

Use this product only as an auxiliary tool of your trading strategy.
In other words, it is not recommended to use this product as a single strategy.


Input variables :


HistoryDuration - the distance learning history, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
MovingSampleDuration - the size (duration) of samples, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
ForecastDuration - the size (duration) of forecast, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
ForecastRangeMultiplier - the multiplier for the forecast amplitude.
ForecastAcceptableTendency - the value of acceptable forecast tendency, is set in ATR-s.
AverageRangeDuration - the period for calculating the ATR value, is set by the number of candles of the current timeframe, if the value is set to zero it is automatically assigned to HistoryDuration.
AverageRangeMultiplier - the multiplier for the ATR value.
ChartMessage - enabling/disabling the message on the chart window.
AlertMessage - enabling/disabling the alert message about the forecast acceptability.
PushMessage - enabling/disabling the push message about the forecast acceptability.
LowerTimeframe - lower timeframe.
VolumesType - volumes type.

The other input variables relate to the color settings and its purpose is clear from its name.


Indicator buffers :


PredictedHighValues - high price values of predicted candles.
PredictedLowValues - low price values of predicted candles.
PredictedOpenValues - open price values of predicted candles.
PredictedCloseValues - close price values of predicted candles.
PredictedVolumeValues - volume column values of predicted candles.

The indicator buffers are not displayed on the chart (the default color is None), because they are intended only when the indicator is called from the outside.
The example code for calling the indicator and checking the acceptability of the forecast tendency value is attached on the "Comments" tab.


Note :


The screenshots show the engineering version of the product in the form of an indicator for the subwindow.

The final version of the product is made in the form of an indicator for the main window and displays only predicted candles.



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Attualmente 20% di sconto! Questo cruscotto è un software molto potente che lavora su più simboli e fino a 9 timeframe. Si basa sul nostro indicatore principale (migliori recensioni: Advanced Supply Demand ).   Il cruscotto offre un'ottima panoramica. Mostra:    Valori filtrati di domanda e offerta, compresa la valutazione della forza delle zone, distanze dei pip da/all'interno delle zone, Evidenzia le zone annidate, Fornisce 4 tipi di allarmi per i simboli scelti in tutti i (9) time-frames.
Shogun Trade
Yuki Miyake
5 (2)
SHOGUN Trade - The Shocking Truth of 16 Years Unoptimized. Strategic Market Structure & The Art of Maximizing Gains. The Truth of "16 Years" That Even Stunned the Developer First, please take a look at the attached image (backtest results). This is the verification result for USDJPY H1 for a full 16 years, from January 1, 2010, to January 1, 2026. To be clear: This is NOT an EA (Expert Advisor) for sale. It is a manual trading indicator system. However, I dare to present this graph to you and
BEHOLD!!! One of the best Breakout Indicator of all time is here. Multi Breakout Pattern looks at the preceding candles and timeframes to help you recognize the breakouts in real time. The In-built function of supply and demand can help you evaluate your take profits and Stop losses SEE THE SCREENSHOTS TO WITNESS SOME OF THE BEST BREAKOUTS INPUTS MaxBarsback:   The max bars to look back Slow length 1:   Period lookback  Slow length 2:  Period lookback Slow length 3:   Period lookback Slow
Currency Strength Exotics
Bernhard Schweigert
4.88 (33)
ATTUALMENTE SCONTATO DEL 20%! La soluzione migliore per qualsiasi principiante o trader esperto! Questo indicatore è specializzato nel mostrare la forza della valuta per qualsiasi simbolo come coppie esotiche, materie prime, indici o futures. È il primo nel suo genere, qualsiasi simbolo può essere aggiunto alla nona riga per mostrare la vera forza della valuta di Oro, Argento, Petrolio, DAX, US30, MXN, TRY, CNH ecc. Si tratta di uno strumento di trading unico, di alta qualità e conveniente pe
Adaptive Volatility Range [AVR] is a powerful tool for identifying key trend reversal points. AVR accurately reflects the Average True Range (ATR) of volatility, taking into account the Volume-Weighted Average Price (VWAP). The indicator adapts to any market volatility by calculating the average volatility over a specific period, ensuring a stable rate of profitable trades. You receive not just an indicator but a professional automated trading system , AVR-EA . Advantages: Automated Trading Sys
Entry Points Pro
Yury Orlov
4.6 (173)
Indicatore top per MT5 che fornisce segnali accurati per entrare in un trade senza riverniciare! Può essere applicato a qualsiasi attività finanziaria: forex, criptovalute, metalli, azioni, indici.  La versione MT5 è qui Fornirà segnali di trading piuttosto precisi e ti dirà quando è meglio aprire un trade e chiuderlo. Guarda il video (6:22) con un esempio di elaborazione di un solo segnale che ha ripagato l'indicatore! La maggior parte dei trader migliora i propri risultati di trading dura
TPSproTREND PrO
Roman Podpora
4.69 (26)
TPSproTrend PRO       - si tratta di un indicatore di tendenza che analizza automaticamente il mercato e fornisce informazioni sulla tendenza e sui suoi cambiamenti, oltre a visualizzare i punti di ingresso per le negoziazioni       senza ridisegnare! ИНСТРУКЦИЯ RUS   -   ISTRUZIONI   ITA   -   VERSIONE MT5 Funzioni principali: Segnali di ingresso precisi       SENZA RIVERNICIARE! Una volta che un segnale appare, rimane valido! Questa è una differenza significativa rispetto alla rielaborazione
Hidden Cycles
Lev Vladimirovic Marushkin
5 (1)
The Only 100% Universal Tool! Stop trading against nature! This is your chance to secure the only indicator rooted in the absolute laws that govern the entire universe. Most tools guess—this one reveals the truth. Buy another toy or buy the truth. Your choice... Based on Universal Laws — NOT Some Guy’s Algorithm: Let the market adjust to the Hidden Cycles Geometry — not the other way around. Most indicators are based on a man-made formula. They often lag, fail over time, or need constant re-o
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Clusters Chart MT4
Evgeny Shevtsov
5 (6)
The indicator displays volume clusters or volume profiles to choose from. Input variables StepPoint  - cluster step in points, if the value is zero, the step is assigned automatically. AssociatedTimeframe  - binding the indicator to the specified timeframe of the chart, if the value is equal to Current, the indicator works on all timeframes. ClustersVolume  - volume in clusters: All  - all volume. Active  - active volume (which produced the price movement). ClustersAsDelta  - difference betwee
Cumulative Delta MT5
Evgeny Shevtsov
4.56 (61)
The indicator analyzes the volume scale and splits it into two components - seller volumes and buyer volumes, and also calculates the delta and cumulative delta. The indicator does not flicker or redraw, its calculation and plotting are performed fairly quickly, while using the data from the smaller (relative to the current) periods. The indicator operation modes can be switched using the Mode input variable: Buy - display only the buyer volumes. Sell - display only the seller volumes. BuySell -
FREE
Smart Depth Of Market
Evgeny Shevtsov
4.33 (18)
The indicator displays the orders book, as well as increases its depth, remembering the location of orders that have gone beyond the current "window" view. Indicator capability Display the levels of open positions. Simulation of placing/cancelling/editing pending orders directly in the displayed orders book. Indicator features The orders book display works only on those trading symbols for which it is broadcast by the broker. To reset the information about the rows that were recorded in the Sm
FREE
Cumulative Delta MT4
Evgeny Shevtsov
4.86 (29)
The indicator analyzes the volume scale and splits it into two components - seller volumes and buyer volumes, and also calculates the delta and cumulative delta. The indicator does not flicker or redraw, its calculation and plotting are performed fairly quickly, while using the data from the smaller (relative to the current) periods. The indicator operation modes can be switched using the Mode input variable: Buy - display only the buyer volumes. Sell - display only the seller volumes. BuySell -
FREE
The balance of supply and demand is a simple and effective market analysis method. The supply and demand diagram can show you in advance, even before the trend reversal, where the supply ends and the demand is already emerging, where the demand ends and the supply is emerging, while substantially increasing the probability of making a deal in the right direction and with a high profit factor. Indicator Signals The indicator uses the price/volume values to generate signals: ED – excess demand. E
BoxProfile MT5
Evgeny Shevtsov
4.6 (10)
The indicator displays volume profiles based on the nesting principle. Profiles periods are pre-set so that each subsequent profile has a length twice as long as the length of the previous profile. In addition to profiles, the indicator displays volume clusters sorted by color, depending on the volume they contain. Indicator operation features The indicator works on typical timeframes from M5 to MN, but for calculations uses historical data from smaller timeframes: M1 - for timeframes from M5
FREE
BoxChart MT4
Evgeny Shevtsov
4.4 (5)
The market is unfair if only because 10% of participants manage 90% of funds. An ordinary trader has slim changes to stand against these "vultures". This problem can be solved. You just need to be among these 10%, learn to predict their intentions and move with them. Volume is the only preemptive factor that faultlessly works on any timeframe and symbol. First, the volume appears and is accumulated, and only then the price moves. The price moves from one volume to another. Areas of volume accumu
BoxInside MT5
Evgeny Shevtsov
5 (4)
This indicator calculates the volume profile and places labels that correspond to the VAH, VAL and POC levels, for each candle individually. Indicator operation features The indicator works on the timeframes from M3 to MN, but it uses the history data of smaller periods: M1 - for periods from M3 to H1, M5 - for periods from H2 to H12, M30 - for the D1 period, H4 - for the W1 period, D1 - for the MN period. The color and location of the VAL, VAH and POC labels on the current candle are considere
FREE
FORTS Trading Data
Evgeny Shevtsov
5 (2)
The indicator has been designed for use on FORTS, but it can also work on other markets, at brokers broadcasting the required data. A peculiarity of these data is that they cannot be requested from the broker's server as a section of history, but can only be obtained for the current moment. The indicator periodically requests the broker, collects to a file and displays the following history from the stored file: The weighted average price. The volume of buy pending orders. The volume of sell pen
FREE
BoxProfile MT4
Evgeny Shevtsov
4.92 (12)
The indicator displays volume profiles based on the nesting principle. Profiles periods are pre-set so that each subsequent profile has a length twice as long as the length of the previous profile. In addition to profiles, the indicator displays volume clusters sorted by color, depending on the volume they contain. Indicator operation features The indicator works on typical timeframes from M5 to MN, but for calculations uses historical data from smaller timeframes: M1 - for timeframes from M5
FREE
The balance of supply and demand is a simple and effective market analysis method. The supply and demand diagram can show you in advance, even before the trend reversal, where the supply ends and the demand is already emerging, where the demand ends and the supply is emerging, while substantially increasing the probability of making a deal in the right direction and with a high profit factor. Indicator signals The indicator uses the price/volume values to generate signals: ED – excess demand. E
Clusters Chart MT5
Evgeny Shevtsov
5 (6)
The indicator displays volume clusters or volume profiles to choose from. For trading symbols which contain the tape of deals, the indicator can perform calculations based on the tape of deals. Input variables StepPoint  - cluster step in points, if the value is zero, the step is assigned automatically. HistoryTicks  - size of tick history (for VolumeType in the mode TimeAndSales). AssociatedTimeframe  - binding the indicator to the specified timeframe of the chart, if the value is equal to Cu
BoxInside MT4
Evgeny Shevtsov
4.83 (6)
This indicator calculates the volume profile and places labels that correspond to the VAH, VAL and POC levels, for each candle individually. Indicator operation features The indicator works on the timeframes from M5 to MN, but it uses the history data of smaller periods: M1 - for periods from M5 to H1, M5 - for the H4 period, M30 - for the D1 period, H4 - for the W1 period, D1 - for the MN period. The color and location of the VAL, VAH and POC labels on the current candle are considered to be c
FREE
Market Marker MT4
Evgeny Shevtsov
5 (8)
The indicator displays peak levels of activity formed by the maximum volume, tracks the correlation of the candles on all timeframes (from the highest to the lowest one). Each volume level is a kind of key trading activity. The most important cluster is inside a month, week, day, hour, etc. Indicator operation features A volume level receives Demand status if the nearest volume level located to the left and above has been broken upwards. A volume level receives Supply status if the nearest volu
BoxChart MT5
Evgeny Shevtsov
5 (7)
The market is unfair if only because 10% of participants manage 90% of funds. An ordinary trader has slim changes to stand against these "vultures". This problem can be solved. You just need to be among these 10%, learn to predict their intentions and move with them. Volume is the only preemptive factor that faultlessly works on any timeframe and symbol. First, the volume appears and is accumulated, and only then the price moves. The price moves from one volume to another. Areas of volume accumu
Time And Sales Delta
Evgeny Shevtsov
5 (2)
The indicator displays the delta and the cumulative delta based on the "Time & Sales" deals list data. In addition to the standard timeframes, the indicator displays data regarding the seconds timeframes (S5, S10, S15, S20, S30) to choose from. Using the rectangle, user can select an arbitrary area in the indicator subwindow to view the ratio of the volumes of deals of buyers and sellers within this area. Indicator features: The indicator works correctly only on those trading symbols for which
AnyProfile MT4
Evgeny Shevtsov
5 (25)
The indicator displays market profiles of any duration in any place on the chart. Simply create a rectangle on the chart and this rectangle will be automatically filled by the profile. Change the size of the rectangle or move it - the profile will automatically follow the changes. Operation features The indicator is controlled directly from the chart window using the panel of buttons and fields for entering parameters. In the lower right corner of the chart window there is a pop-up "AP" button
AnyProfile MT5
Evgeny Shevtsov
5 (17)
The indicator displays market profiles of any duration in any place on the chart. Simply create a rectangle on the chart and this rectangle will be automatically filled by the profile. Change the size of the rectangle or move it - the profile will automatically follow the changes. Operation features The indicator is controlled directly from the chart window using the panel of buttons and fields for entering parameters. In the lower right corner of the chart window there is a pop-up "AP" button
Dynamic POC MT5
Evgeny Shevtsov
5 (1)
The indicator calculates volume profiles dynamically and displays the result as VAL, VAH and POC curves. Indicator features The indicator uses the historical data of the lower (relative to the current) timeframes for calculations: M1 - for timeframes up to H1, M5 - for timeframe H1, M15 - for timeframe H4, H1 - for timeframe D1, H4 - for timeframe W1, D1 - for timeframe MN. The color of the DPOC curve sections is determined by comparing the volume of the POC levels of all profiles that make up
The utility refers to probabilistic analysis tools, in particular the Monte Carlo method. The Monte Carlo method is defined as the simulation of processes in purpose to evaluate their probabilistic characteristics and apply them to the solvable task. Operation features The simulation uses a tick model with the subsequent transformation to the candles form, as a model as close as possible to the real market process. The utility generates a stream of a random tick sequence until a result with the
The indicator calculates volume profiles dynamically and displays the result as VAL, VAH and POC curves. Indicator features The indicator uses the historical data of the lower (relative to the current) timeframes for calculations: M1 - for timeframes up to H1, M5 - for timeframe H1, M15 - for timeframe H4, H1 - for timeframe D1, H4 - for timeframe W1, D1 - for timeframe MN. The color of the DPOC curve sections is determined by comparing the volume of the POC levels of all profiles that make up
Market Marker MT5
Evgeny Shevtsov
3.8 (5)
The indicator displays peak levels of activity formed by the maximum volume, tracks the correlation of the candles on all timeframes (from the highest to the lowest one). Each volume level is a kind of key trading activity. The most important cluster is inside a month, week, day, hour, etc. Indicator operation features A volume level receives Demand status if the nearest volume level located to the left and above has been broken upwards. A volume level receives Supply status if the nearest volu
The utility refers to probabilistic analysis tools, in particular the Monte Carlo method. The Monte Carlo method is defined as the simulation of processes in purpose to evaluate their probabilistic characteristics and apply them to the solvable task. Operation features The simulation uses a tick model with the subsequent transformation to the candles form, as a model as close as possible to the real market process. The utility generates a stream of a random tick sequence until a result with th
The utility displays the order book, as well as increases its depth, remembering the location of applications that have gone beyond the current "window" view. With the utility user can perform quick trading actions in one click - placing/cancelling/editing of explicit and hidden orders, and also opening/editing positions. Utility features The orders book display works only on those trading symbols for which it is broadcast by the broker. To reset the information about the rows that were recorde
The indicator refers to the means of probabilistic analysis. Prediction is performed by the Monte Carlo method together with a mathematical model of a neuron. But, the modeling of samples for this method is made not artificially, but comes from the original "nature", that is, from history. The number of samples and the detail of their modeling is achieved using the lower (relative current) timeframe. Indicator algorithm : In general terms, the algorithm boils down to the fact that the indica
The indicator colors the candles relative to their volume delta. The calculation of the candles delta is based on the tick history or on the deals tape history (see below for a description of the input variable "Volumes"). Coloring is performed by two parameters : by delta sign, as candle color, by delta value, as candle color contrast against chart window background color. In addition to coloring the candles, the indicator also displays the delta profile on the interval specified by the user
Filtro:
ROBERT EDWARD BIRD
2861
ROBERT EDWARD BIRD 2023.04.20 18:57 
 

This indicator paints and has proven to be somewhat unreliable. I did not find value with it

Evgeny Shevtsov
84720
Risposta dello sviluppatore Evgeny Shevtsov 2023.04.21 09:56
On the "Comments" tab, with each new version of the indicator, the source code of EA is always attached, which trades by calling this indicator.
Using this EA, the user can check the usefulness/uselessness of this indicator on a certain timeframe of a certain trading symbol in the strategy tester.
This is also possible for the trial-version of the indicator.
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