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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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Special offer! https://www.mql5.com/ru/users/bossik2810 System Trend Pro - This is the best trend trading indicator!!! The indicator no repaint!!!  The indicator has   MTF   mode, which adds confidence to trading on the trend (   no repaint   ). How to trade? Everything is very simple, we wait for the first signal (big arrow), then wait for the second signal (small arrow) and enter the market in the direction of the arrow. (See screens 1 and 2.) Exit on the opposite signal or take 20-30 pips,
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Take Your Trading Experience To the Next Level ! and get the exclusive TFSR-Analyzer for free !    So you have all these outstanding features  on up to 20 symbols and all timeframes in a smart and clear Design. Correct identification of the trends  in stock investments are pivotal and TrendFollowerSR ensures this perspective while displaying the correct trend on multiply timeframes to help you go long way as much as possible. The latest technology of the Indicator enables to track whether if a
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BinaryIndicator is a highly accurate indicator for trading binary options. It shows excellent results in scalping. This indicator is based in multifactor analysis of trend indicators, as well as confirmation oscillators, which in the end gives an increased accuracy of signals. Advantages of the indicator Increased accuracy of signals. Excellent results when trading binary options with a short expiration time from M30 to M1 . It works on any timeframes. Works with any trade symbols. Parameters
Bu gösterge paneli, seçilen semboller için mevcut en son harmonik kalıpları gösterir, böylece zamandan tasarruf edersiniz ve daha verimli olursunuz / MT5 sürümü . Ücretsiz Gösterge: Basic Harmonic Pattern Gösterge sütunları Symbol : seçilen semboller görünecektir Trend: yükseliş veya düşüş Pattern : desen türü (gartley, kelebek, yarasa, yengeç, köpekbalığı, cypher veya ABCD) Entry : giriş fiyatı SL: zararı durdur fiyatı TP1: 1. kar alma fiyatı TP2: 2. kar alma fiyatı TP3: 3. kar alma fiyatı
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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
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Evgeny Shevtsov
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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 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
Filtrele:
ROBERT EDWARD BIRD
2656
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
78493
Geliştiriciden yanıt 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.
İncelemeye yanıt
Sürüm 2.3 2024.11.10
The indicator has been recompiled in MT4 build 1420.
Sürüm 2.2 2024.04.23
The indicator is recompiled in MT4 build 1415.
Sürüm 2.1 2023.11.07
The new input variable ForecastDrawing specifies how the forecast will be displayed:
- Always - the forecast is always displayed (either acceptable or unacceptable),
- AcceptableOnly - the forecast is displayed only if it is acceptable based on its expressed tendency.
Sürüm 2.0 2023.07.02
Added options for including time samples (input variable "MovingSampleIncludedTime").
Sürüm 1.9 2023.04.21
The indicator is recompiled in MT4 build 1380.
Sürüm 1.8 2023.02.15
The input variable "HistoryOffset" sets the left offset of the initial point of calculation of the forecast, and, accordingly, the location of the forecast itself.

The input variable "MovingSampleParts" sets the number of parts of a composite image.
For example, if the value of "MovingSampleParts" is 2, the image will be composed of two parts (as two separate images), where each part has a duration of "MovingSampleDuration".

The input variable "MovingSampleIncludedPrice" sets the contents of the price image :
- C - only the closing price,
- CO - opening and closing prices.

The input variable "MovingSampleIncludedVolume" sets the contents of the volume image :
- V - volumes,
- BS - buy and sell volumes,
- VBS - volumes, as well as buy and sell volumes.
Sürüm 1.7 2022.12.07
For the input variable "ForecastAcceptableTendency" has been created an algorithm for its automatic assignment.
If this input variable is set to zero, its value is assigned automatically.

The new input variable "AssociatedTimeframe" sets the binding of the indicator to work only on the specified timeframe.
This function allows to install multiple instances of the indicator with different input settings to the same chart window.
As a result, each instance of the indicator works only on the timeframe to which it was assigned, and does not work (does not consume computing resources) on other timeframes.
Sürüm 1.6 2022.10.28
An additional buffer "OutputParameters" has been created to transfer data when the indicator is called from the outside.

The buffer contains the following data :
Index 0 - duration of learning history,
Index 1 - duration of samples,
Index 2 - duration of forecast,
Index 3 - period for calculating ATR value,
Index 4 - lower timeframe,
Index 5 - recommended position opening price,
Index 6 - recommended stop-loss price,
Index 7 - recommended take-profit price,
Index 8 - amplitude of the forecast image in the positive direction (relative to the opening price of the forecast),
Index 9 - amplitude of the forecast image in the negative direction (relative to the opening price of the forecast),
Index 10 - ATR value.

An example of the source code for calling the indicator using this buffer is attached on the "Comments" tab.
Sürüm 1.5 2022.10.13
A new input variable "DealTendency" has been added, which sets the takeprofit/stoploss ratio for graphical marks, which display the recommended deal prices levels.
Sürüm 1.4 2022.07.27
Minor flaws in the source code have been eliminated.