Nadaraya Watson envelope for MT5

This indicator builds upon the previously posted Nadaraya-Watson Estimator. Here we have created an envelope indicator based on kernel smoothing with integrated alerts from crosses between the price and envelope extremities. Unlike the Nadaraya-Watson Estimator, this indicator follows a contrarian methodology. Please note that the indicator is subject to repainting. The triangle labels are designed so that the indicator remains useful in real-time applications.

Settings

  • Window Size: Determines the number of recent price observations to be used to fit the Nadaraya-Watson Estimator.
  • Bandwidth: Controls the degree of smoothness of the envelopes, with higher values returning smoother results.
  • Mult: Controls the envelope width.
  • Src: Input source of the indicator.


Usage

This tool outlines extremes made by the prices within the selected window size. This is achieved by estimating the underlying trend in the price using kernel smoothing, calculating the mean absolute deviations from it, and adding/subtracting it from the estimated underlying trend.

We can expect the price to reverse when crossing one of the envelope extremities. Crosses between the price and the envelopes extremities are indicated with triangles on the chart.

For real-time applications, triangles are always displayed when a cross occurs and remain displayed at the location it first appeared even if the cross is no longer visible after a recalculation of the envelope.

As per popular demand we have integrated alerts for this indicator from the crosses between the price and the envelope extremities. However, we do not recommend this tool to be used alone or solely for real time applications. We do not have data supporting the performance of this tool over more classical bands/envelope/channels indicators.


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Öncelikle belirtmek gerekir ki bu Ticaret Göstergesi Yeniden Çizim Yapmaz, Gecikmez ve Gecikme Göstermez, bu da hem manuel hem de robot ticareti için ideal hale getirir. Kullanıcı kılavuzu: ayarlar, girişler ve strateji. Atom Analisti, Piyasada Daha İyi Bir Avantaj Bulmak İçin Fiyatın Gücünü ve Momentumunu Kullanan PA Fiyat Hareketi Göstergesidir. Gürültüleri ve Yanlış Sinyalleri Kaldırmaya ve Ticaret Potansiyelini Artırmaya Yardımcı Olan Gelişmiş Filtrelerle Donatılmıştır. Birden fazla katmanl
Smart Price Action Concepts MT5
Issam Kassas
4.07 (15)
Göstergeler
Öncelikle, bu Ticaret Aracının Non-Repainting, Non-Redrawing ve Non-Lagging Gösterge olduğunu vurgulamakta fayda var, bu da onu profesyonel ticaret için ideal hale getiriyor. Çevrimiçi kurs, kullanıcı kılavuzu ve demo. Akıllı Fiyat Hareketi Kavramları Göstergesi, hem yeni hem de deneyimli tüccarlar için çok güçlü bir araçtır. İleri ticaret fikirlerini, Inner Circle Trader Analizi ve Smart Money Concepts Ticaret Stratejileri gibi 20'den fazla kullanışlı göstergeyi bir araya getirerek bir araya
Crystal Heikin Ashi Signals
Muhammad Jawad Shabir
5 (2)
Göstergeler
Crystal Heikin Ashi Signals - Professional Trend & Signal Detection Indicator Advanced Heikin Ashi Visualization with Intelligent Signal System for Manual & Automated Trading Final Price: $149 ---------> Price goes up $10 after every 10 sales . Limited slots available — act fast . Overview Crystal Heikin Ashi Signals is a professional-grade MetaTrader 5 indicator that combines pure Heikin Ashi candle visualization with an advanced momentum-shift detection system. Designed for both manual traders
FX Power MT5 NG
Daniel Stein
5 (31)
Göstergeler
FX Power: Daha Akıllı Ticaret Kararları için Para Birimlerinin Gücünü Analiz Edin Genel Bakış FX Power , her piyasa koşulunda başlıca para birimlerinin ve altının gerçek gücünü anlamak için vazgeçilmez bir araçtır. Güçlü para birimlerini alıp zayıf olanları satarak, FX Power ticaret kararlarınızı basitleştirir ve yüksek olasılıklı fırsatları ortaya çıkarır. İster trendlere sadık kalın ister Delta'nın aşırı değerlerini kullanarak tersine dönüşleri öngörün, bu araç ticaret tarzınıza mükemmel bir
Auto Optimized Parabolic RSI
Davit Beridze
5 (1)
Göstergeler
Auto Optimized Parabolic RSI: Gelişmiş 3D Momentum Motoru Çoğu perakende indikatörü, piyasa volatilitesi değiştiği an çöken statik girdilere dayandığı için başarısız olur. Auto Optimized Parabolic RSI, kendi matematiksel avantajını sürekli olarak yeniden hesaplayarak "indikatör körelmesi" (indicator decay) sorununu çözer ve kurumsal düzeyde kantitatif adaptasyonu doğrudan MT5 terminalinize getirir. Temel Avantaj: Özel Bellek İçi (In-Memory) 3D Optimizasyon Standart otomatik optimize ediciler, te
Bill Williams Advanced
Siarhei Vashchylka
5 (11)
Göstergeler
Bill Williams Advanced is designed for automatic chart analysis using Bill Williams' "Profitunity" system. The indicator analyzes four timeframes at once. Manual (Be sure to read before purchasing) Advantages 1. Analyzes the chart using Bill Williams' "Profitunity" system. Signals are displayed in a table in the corner of the screen and on the price chart. 2. Finds all known AO and AC signals, as well as zone signals. Equipped with a trend filter based on the Alligator. 3. Finds "Divergence Bar
Weltrade Spike Sentinel
Batsirayi L Marango
5 (1)
Göstergeler
Introducing Indicator for PainX and GainX Indices Traders on Weltrade Get ready to experience the power of trading with our indicator, specifically designed for Weltrade   broker's PainX and GainX Indices.  Advanced Strategies for Unbeatable Insights Our indicator employs sophisticated strategies to analyze market trends, pinpointing optimal entry and exit points.  Optimized for Maximum Performance To ensure optimal results, our indicator is carefully calibrated for 5-minute timeframe charts on
RelicusRoad Pro MT5
Relicus LLC
5 (24)
Göstergeler
RelicusRoad Pro: Kantitatif Piyasa İşletim Sistemi ÖMÜR BOYU ERİŞİMDE %70 İNDİRİM (SINIRLI SÜRE) - 2.000+ TRADER'A KATILIN Neden çoğu trader "mükemmel" indikatörlere rağmen başarısız olur? Çünkü tekil kavramları boşlukta trade ederler. Bağlamı olmayan bir sinyal kumardır. Sürekli kazanmak için KONFLÜANS (UYUM) gerekir. RelicusRoad Pro basit bir ok indikatörü değildir. Tam bir Kantitatif Piyasa Ekosistemi dir. Tescilli volatilite modellemesini kullanarak fiyatın ilerlediği "Adil Değer Yolu"nu har
RFI levels PRO MT5
Roman Podpora
3.67 (3)
Göstergeler
Bu gösterge, fiyat dönüş noktalarını ve fiyat geri dönüş bölgelerini doğru bir şekilde gösterir.       Başlıca oyuncular   . Yeni trendlerin nerede oluştuğunu görüyorsunuz ve her işlem üzerinde kontrolü elinizde tutarak, azami hassasiyetle kararlar alıyorsunuz. TREND LINES PRO   göstergesiyle birlikte kullanıldığında maksimum potansiyelini ortaya koyar.  VERSION MT4 Göstergenin gösterdiği şey: Yeni bir trendin başlangıcında aktivasyonla birlikte tersine dönüş yapıları ve tersine dönüş seviyeler
CGE Trading Suite
Carl Gustav Johan Ekstrom
5 (1)
Göstergeler
CGE Trading Suite delivers the analytical edge typically reserved for professional trading desks. The platform integrates a full suite of analytical tools into one seamless workflow: dynamic grid mapping, liquidity behavior analysis, ECM, trend lines, MIDAS, trade cycles, and directional channel projections. Together, these provide a unified view of market structure and momentum. Directional clarity is further enhanced by the capital flow index, which measures currency basket strength to identif
Berma Bands
Muhammad Elbermawi
5 (8)
Göstergeler
Berma Bantları (BB'ler) göstergesi, piyasa trendlerini belirlemeyi ve bunlardan yararlanmayı amaçlayan yatırımcılar için değerli bir araçtır. Fiyat ile BB'ler arasındaki ilişkiyi analiz ederek, yatırımcılar bir piyasanın trend veya aralıklı fazda olup olmadığını ayırt edebilir. Daha fazla bilgi edinmek için [ Berma Home Blog ] adresini ziyaret edin. Berma Bantları üç belirgin çizgiden oluşur: Üst Berma Bandı, Orta Berma Bandı ve Alt Berma Bandı. Bu çizgiler fiyatın etrafına çizilir ve genel tren
ARIPoint
Temirlan Kdyrkhan
Göstergeler
ARIPoint is a powerful trading companion designed to generate high-probability entry signals with dynamic TP/SL/DP levels based on volatility. Built-in performance tracking shows win/loss stats, PP1/PP2 hits, and success rates all updated live. Key Features: Buy/Sell signals with adaptive volatility bands Real-time TP/SL/DP levels based on ATR Built-in MA Filter with optional ATR/StdDev volatility Performance stats panel (Success, Profit/Loss, PP1/PP2) Alerts via popup, sound, push, or email Cu
Advanced Supply Demand MT5
Bernhard Schweigert
4.53 (15)
Göstergeler
Herhangi bir Acemi veya Uzman Tüccar için En İyi Çözüm! Bu gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özelliği ve yeni bir formülü bir araya getirdik. Bu güncelleme ile çift zaman dilimi dilimlerini gösterebileceksiniz. Yalnızca daha yüksek bir TF gösteremeyeceksiniz, aynı zamanda TF grafiğini ve ARTIK daha yüksek TF'yi de gösterebileceksiniz: YUVARLAK BÖLGELERİ GÖSTERMEK. Tüm Arz Talebi tüccarları buna bayılacak. :) Önemli Bilgiler Açıkland
PZ Trend Trading MT5
PZ TRADING SLU
3.8 (5)
Göstergeler
Capture every opportunity: your go-to indicator for profitable trend trading Trend Trading is an indicator designed to profit as much as possible from trends taking place in the market, by timing pullbacks and breakouts. It finds trading opportunities by analyzing what the price is doing during established trends. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] Trade financial markets with confidence and efficiency Profit from established trends without getting whip
Yazarın diğer ürünleri
Entry smc model back to basic MT4
Minh Truong Pham
4.2 (5)
Göstergeler
This indicator provides the ability to recognize the SMC pattern, essentially a condensed version of the Wyckoff model. Once the pattern is confirmed by RTO, it represents a significant investment opportunity.    There are numerous indicators related to SMC beyond the market, but this is the first indicator to leverage patterns to identify specific actions of BigBoy to  navigate the market. Upgrade 2024-03-08: Add TP by RR feature. The SMC (Smart Money Concept)   pattern   is a market analysis m
Bolligerband RSI ADX advance auto trade
Minh Truong Pham
2.5 (2)
Uzmanlar
This is a Forex Scalping Trading Sytem based on the Bollinger Bands.  Pairs:Major Time frame: 1M or higher. Spread max:0,0001.  Indicators (just suggestion) Bollinger bands (20, 2); ADX (14 period); RSI   (7 period ). Y ou should only trade this system between 2am to 5am EST, 8am to 12am EST and 7.30pm to 10pm EST. Do not scalp 30 minutes before a orange or red news  report and not for a hour afterwards.   Setup: is for price to move above the lower or lower Bollinger Bands, RSI raise above the
FREE
Sessions by LUX in MT5
Minh Truong Pham
5 (1)
Göstergeler
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session in the  
ICT Concepts
Minh Truong Pham
5 (2)
Göstergeler
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts. USAGE: Please read this document  !    DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme point. T
Trendlines with Break MT5
Minh Truong Pham
Göstergeler
The indicator returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev. The indicator also includes integrated alerts for  trendlines  breakouts and foward message to Telegram channel or group if you want. Settings ·          Lookback bar: Default 200 is number of bar caculate when init indicator. ·          Length:  Pivot points  period ·          Slope Calculation Method: Determines how this lope is calculated. We supp
SuperTrend AI Clustering by Lux
Minh Truong Pham
Göstergeler
The SuperTrend AI indicator is a novel take on bridging the gap between the K-means clustering machine learning method & technical indicators. In this case, we apply K-Means clustering to the famous SuperTrend indicator.   USAGE Users can interpret the SuperTrend AI trailing stop similarly to the regular SuperTrend indicator. Using higher minimum/maximum factors will return longer-term signals. (image 1) The displayed performance metrics displayed on each signal allow for a deeper interpretat
SV Squeeze momentun with BB and Keltner channel
Minh Truong Pham
Göstergeler
This is addition of  Effective SV squeeze momentum  that add bolliger band and Keltner channel to chart window.  Squeeze momentum introduced by “John Carter”, the squeeze indicator for MT5 represents a volatility-based tool. Regardless, we can also consider the squeeze indicator as a momentum indicator, as many traders use it to identify the direction and strength of price moves. In fact, the Tradingview  squeeze indicator shows when a financial instrument is willing to change from a trending ma
FREE
Higher Timeframe Candle for MT4
Minh Truong Pham
Göstergeler
The indicator show Higher timeframe candles for ICT technical analisys Higher time frames reduce the 'noise' inherent in lower time frames, providing a clearer, more accurate picture of the market's movements. By examining higher time frames, you can better identify trends, reversals, and key areas of support and resistance. The Higher Time Frame Candles indicator overlays higher time frame data directly onto your current chart. You can easily specify the higher time frame candles you'd li
Inversion Fair Value Gaps MT4
Minh Truong Pham
4.5 (2)
Göstergeler
The Inversion Fair Value Gaps (IFVG) indicator is based on the inversion FVG concept by ICT and provides support and resistance zones based on mitigated Fair Value Gaps (FVGs). Image 1   USAGE Once mitigation of an FVG occurs, we detect the zone as an "Inverted FVG". This would now be looked upon for potential support or resistance. Mitigation occurs when the price closes above or below the FVG area in the opposite direction of its bias. (Image 2) Inverted Bullish FVGs Turn into Potenti
Quasimodo QM Pattern for MT4
Minh Truong Pham
Göstergeler
Introduction One of the patterns in "RTM" is the "QM" pattern, also known as "Quasimodo". Its name is derived from the appearance of "Hunchback of Notre-Dame" from Victor Hugo's novel. It is a type of "Head and Shoulders" pattern.   Formation Method   Upward Trend In an upward trend, the left shoulder is formed, and the price creates a new peak higher than the left shoulder peak . After a decline, it manages to break the previous low and move upward again. We expect the price to
Smart Market structure concept MT4 version
Minh Truong Pham
Göstergeler
All about Smart Money Concepts Strategy: Market struture: internal or swing BOS, CHoCH; Orderblock; Liquity equal; Fair Value Gap with Consequent encroachment, Balanced price range; Level with Previous month, week, day level or in day level (PMH, PWH, PDH, HOD); BuySell Stops Liquidity (BSL, SSL); Liquidity Void Long Wicks; Premium and Discount; Candle pattern ... "Smart Money Concepts" ( SMC ) is a fairly new yet widely used term amongst price action traders looking to more accurately navigate
Trendlines with Breaks MT4
Minh Truong Pham
Göstergeler
The indicator   returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev.   The indicator also includes integrated alerts for  trendlines  breakouts   and foward message to Telegram channel or group if you want. Settings ·            Lookback bar: Default 200 is number of bar caculate when init indicator. ·            Length:  Pivot points  period ·            Slope Calculation Method: Determines how this lope is calcula
Real SMC same with Lux method
Minh Truong Pham
4 (2)
Göstergeler
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. //------------------------------------// Version 1.x has missing functions + PDAr
Breaker Blocks with Signals
Minh Truong Pham
3 (2)
Göstergeler
The Breaker Blocks with Signals indicator aims to highlight a complete methodology based on breaker blocks. Breakout signals between the price and breaker blocks are highlighted and premium/discount swing levels are included to provide potential take profit/stop loss levels. This script also includes alerts for each signal highlighted.   SETTINGS   Breaker Blocks Length: Sensitivity of the detected swings used to construct breaker blocks. Higher values will return longer term break
ICT Concepts in MT4
Minh Truong Pham
Göstergeler
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts.   USAGE:   Please read this   document  !      DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme
Fabulous Trend and Reversal Signal Indicator
Minh Truong Pham
Göstergeler
The FollowLine indicator is a trend following indicator. The blue/red lines are activated when the price closes above the upper Bollinger band or below the lower one. Once the trigger of the trend direction is made, the FollowLine will be placed at High or Low (depending of the trend). An ATR filter can be selected to place the line at a more distance level than the normal mode settled at candles Highs/Lows. Some features: + Trend detech + Reversal signal + Alert teminar / mobile app
ICT Silver Bullet Lux
Minh Truong Pham
Göstergeler
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bullet (2
Sessions by Lux
Minh Truong Pham
Göstergeler
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session in the  
Liquidity Swings
Minh Truong Pham
Göstergeler
The liquidity swings indicator highlights swing areas with existent trading activity. The number of times price revisited a swing area is highlighted by a zone delimiting the swing areas. Additionally, the accumulated volume within swing areas is highlighted by labels on the chart. An option to filter out swing areas with volume/counts not reaching a user-set threshold is also included. This indicator by its very nature is not real-time and is meant for descriptive analysis alongside other com
ML Lorentzian Classification by jdehorty
Minh Truong Pham
4 (3)
Göstergeler
OVERVIEW A Lorentzian Distance Classifier (LDC) is a Machine Learning classification algorithm capable of categorizing historical data from a multi-dimensional feature space. This indicator demonstrates how Lorentzian Classification can also be used to predict the direction of future price movements when used as the distance metric for a novel implementation of an Approximate Nearest Neighbors (ANN) algorithm. This indicator provide signal as buffer, so very easy for create EA from this indi
ICT interbank price delivery algorithm for MT4
Minh Truong Pham
Göstergeler
This script automatically calculates and updates ICT's daily IPDA look back time intervals and their respective discount / equilibrium / premium, so you don't have to :) IPDA stands for Interbank Price Delivery Algorithm. Said algorithm appears to be referencing the past 20, 40, and 60 days intervals as points of reference to define ranges and related PD arrays. Intraday traders can find most value in the 20 Day Look Back box, by observing imbalances and points of interest. Longer term traders c
ICT Implied Fair Value Gap for MT4
Minh Truong Pham
Göstergeler
An Implied Fair Value Gap (IFVG) is a three candles imbalance formation conceptualized by ICT that is based on detecting a larger candle body & then measuring the average between the two adjacent candle shadows. This indicator automatically detects this imbalance formation on your charts and can be extended by a user set number of bars. The IFVG average can also be extended until a new respective IFVG is detected, serving as a support/resistance line. Alerts for the detection of bullish/be
Consolidation detect ICT MT4
Minh Truong Pham
Göstergeler
Consolidation is when price is moving inside a clear trading range. When prices are consolidated it shows the market maker placing orders on both sides of the market. This is mainly due to manipulate the un informed money. This indicator automatically identifies consolidation zones and plots them on the chart. The method of determining consolidation zones is based on pivot points and ATR, ensuring precise identification. The indicator also sends alert notifications to users when a new consolida
Protected highs lows and trend detected MT4
Minh Truong Pham
5 (2)
Göstergeler
This indicator presents an alternative approach to identify Market Structure. The logic used is derived from learning material created by   DaveTeaches (on X) Upgrade v1.10: add option to put protected high/low value to buffer (figure 11, 12) When quantifying Market Structure, it is common to use fractal highs and lows to identify "significant" swing pivots. When price closes through these pivots, we may identify a Market Structure Shift (MSS) for reversals or a Break of Structure (BOS) for co
Captain Model Finder for MT4
Minh Truong Pham
Göstergeler
Created by imjesstwoone and mickey1984, this trade model attempts to capture the expansion from the 10:00-14:00 EST 4h candle using just 3 simple steps. All of the information presented in this description has been outlined by its creators, all I did was translate it to MQL4. All core settings of the trade model may be edited so that users can test several variations, however this description will cover its default, intended behavior using NQ 5m as an example. Step 1 is to identify our Price Ra
Buyside Sellside Liquidity and Voids for mt4
Minh Truong Pham
Göstergeler
The Buyside & Sellside Liquidity indicator aims to detect & highlight the first and arguably most important concept within the ICT trading methodology,   Liquidity   levels. SETTINGS Liquidity Levels Detection Length: Lookback period Margin: Sets margin/sensitivity for a liquidity level detection Liquidity Zones Buyside Liquidity Zones: Enables display of the buyside liquidity zones. Margin: Sets margin/sensitivity for the liquidity zone boundaries. Color: Color option for buysid
Liquidation Estimates ICT for MT4
Minh Truong Pham
Göstergeler
The   Liquidation Estimates (Real-Time)   experimental indicator attempts to highlight real-time long and short liquidations on all timeframes. Here with liquidations, we refer to the process of forcibly closing a trader's position in the market. By analyzing liquidation data, traders can gauge market sentiment, identify potential support and resistance levels, identify potential trend reversals, and make informed decisions about entry and exit points. USAGE (Img 1)    Liquidation refers
ICT Unicorn Model for MT4
Minh Truong Pham
Göstergeler
The   ICT Unicorn Model   indicator highlights the presence of "unicorn" patterns on the user's chart which is derived from the lectures of   "The Inner Circle Trader" (ICT) . Detected patterns are followed by targets with a distance controlled by the user.   USAGE (image 2) At its core, the ICT Unicorn Model relies on two popular concepts, Fair Value Gaps and Breaker Blocks. This combination highlights a future area of support/resistance. A   Bullish Unicorn Pattern   consists out of:
Volume SuperTrend AI MT4
Minh Truong Pham
Göstergeler
Overview The   Volume SuperTrend AI   is an advanced technical indicator used to predict trends in price movements by utilizing a combination of traditional SuperTrend calculation and AI techniques, particularly the k-nearest neighbors (KNN) algorithm. The Volume SuperTrend AI is designed to provide traders with insights into potential market trends, using both volume-weighted moving averages (VWMA) and the k-nearest neighbors (KNN) algorithm. By combining these approaches, the indicator
Support and Resistance AI by K clustering MT4
Minh Truong Pham
Göstergeler
OVERVIEW K-means is a clustering algorithm commonly used in machine learning to group data points into distinct clusters based on their similarities. While K-means is not typically used directly for identifying support and resistance levels in financial markets, it can serve as a tool in a broader analysis approach. Support and resistance levels are price levels in financial markets where the price tends to react or reverse. Support is a level where the price tends to stop falling and m
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