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TPG Trend + MACDUser Guide for "TPG Trend + MACD" Author: TrungChuThanh 🔎 Main Functions The TPG Trend + MACD indicator is a combined tool that integrates: TPG Trend Histogram (spread between fast and slow EMA) MACD Line & Signal for confirming trend momentum Buy/Sell signals displayed directly on the indicator panel ⚙️ Components and Meaning 1️⃣ TPG Trend Histogram Calculated from the difference between Fast EMA (9) and Slow EMA (26). Light gray bars = bullish trend (spread > 0) Dark gray bars = bearish trend (spread < 0) Signal triggers: B1 (green label): Crossover above 0 → Buy signal S1 (red label): Crossunder below 0 → Sell signal 2️⃣ MACD Line & Signal Consists of: MACD Line = EMA(12) – EMA(26) Signal Line = EMA(9) of the MACD Line Confirmation signals: B2 (blue triangle): MACD crosses above Signal → Buy confirmation S2 (orange triangle): MACD crosses below Signal → Sell confirmation MACD Line: Blue Signal Line: Orange 📌 How to Use Determine the main trend using the TPG Histogram → When the histogram crosses above zero → Consider Buy → When it crosses below zero → Consider Sell Use MACD to confirm trend direction or optimize entry timing ✅ Prefer signals when both TPG and MACD align (e.g., B1 + B2 or S1 + S2) ⚠️ Avoid using the indicator alone; combine with support/resistance, RSI, volume, or other tools for higher accuracy 🛠️ Adjustable Parameters Fast/Slow EMA for TPG Trend Fast/Slow/Signal for MACD Toggle to show/hide TPG and MACD elements in the panel ⚠️ Notes This is a technical analysis tool, not investment advice Always apply risk management, set clear stop-loss, and confirm signals across multiple timeframes
Indicatore Pine Script®
di TrungChuThanh
200MA + MACD + 成交量放量警報🚀 200MA + MACD 金叉 + 成交量放量警報指標 🔥 簡介： 全幣種通用合約日內神器！ 結合 200MA 均線趨勢判斷、MACD 金叉死叉動能確認，再搭配 成交量放量過濾假突破，有效提升入場勝率！ 支援警報通知，自動提醒多空訊號。 👉 喜歡記得按 ❤️ 收藏，開圖表通知 🔔 🚀 200MA + MACD Golden Cross + Trading Volume Alert Indicator 🔥 Introduction: A universal tool for all currencies for intraday contracts! Combined with 200MA moving average trend judgment, MACD Golden Cross and Dead Cross kinetic energy confirmation, and combined with trading volume to filter false breakthroughs, it effectively improves the entry success rate! Supports alarm notifications and automatically reminds long and short signals. 👉 If you like it, remember to press ❤️ to collect it and open the chart notification 🔔
Indicatore Pine Script®
di Matthew-sin
Michael's EMA - Original with 200 EMA Filter This indicator plots a 12-period EMA and a 21-period EMA on the chart, coloring them green when the short EMA is above the long EMA (uptrend) and red when below (downtrend). A signal is generated whenever the 12 EMA crosses the 21 EMA (either upward or downward), indicating a potential trend change. The signal is displayed as a yellow vertical line with a "CROSS" label above the candle. A 200-period EMA is plotted for reference but does not affect the signal. A single "Crossing" alert condition is provided to notify when the 12 EMA crosses the 21 EMA.
Indicatore Pine Script®
di christiaanmos1995
EMA flow trend buy AnhDuong🎯 1. Indicator Purpose This indicator combines: BUY/SELL signals based on crossovers between EMA and LWMA (with some noise filtering). A multi-timeframe dashboard (M1 → H4) showing trend direction using EMA34 and EMA89. 📈 2. Crossover Signal Logic BUY signal occurs when: text Sao chép Chỉnh sửa EMA89 < EMA34 (Bullish crossover) LWMA45 > EMA34 (Price is rising above the fast EMA) LWMA45 < EMA89 (Price hasn't broken the long EMA yet) ➡️ Meaning: A bullish move is forming (early stage) → potential entry point. SELL signal occurs when: text Sao chép Chỉnh sửa EMA89 > EMA34 (Bearish crossover) LWMA45 < EMA34 (Price is below the fast EMA) LWMA45 > EMA89 (Price hasn't broken the long EMA downward) ➡️ Meaning: A bearish move is forming → possible short setup. 📊 3. Multi-Timeframe Dashboard This dashboard shows trend direction using EMA34 vs EMA89: UP: EMA34 > EMA89 → uptrend DOWN: EMA34 < EMA89 → downtrend Example: makefile Sao chép Chỉnh sửa DASHBOARD (EMA34/89) M1: DOWN M5: DOWN M15: UP H1: UP H4: UP 🟢 Recommended strategy: BUY when most timeframes show UP SELL when most timeframes show DOWN Avoid trades if the trend is mixed (e.g., M1 says UP but H1 says DOWN) 📌 4. Suggested Strategy For Scalping (e.g., on M5): Ensure that H1 and H4 are aligned with your direction. Wait for a BUY/SELL signal on M5. Check the Dashboard to confirm higher-timeframe trend agreement. ⚠️ 5. Important Notes Don’t rely solely on BUY/SELL signals — always confirm with the Dashboard. Consider adding RSI, Bollinger Bands, or SMC levels to improve filtering. Avoid trading during choppy or sideways conditions — frequent EMA crossovers = many false signals.
Indicatore Pine Script®
di Thuhang889
Retail SMFI _ StrategicVault-999Alright, real talk: this is my Retail SMFI — a mashup of volume and price action designed to sniff out when retail traders might be crowding in or out (overbought or oversold zones). Just kidding… or am I? 😉 What’s going on here? I took a simple idea: if price and volume move together, the trend might be strong; if they’re out of sync, maybe a reversal’s brewing. So, I smoothed the price and volume with a 21-period EMA each, then checked how closely they correlate over the last 14 bars. Multiply that by 100 and boom — you get SMFI, a handy signal telling you when the crowd might be pushing too far. What to expect on your chart: SMFI line in green when price and volume agree (bullish vibes) SMFI line in red when they disagree (watch out!) Clear overbought (default 50) and oversold (-50) lines, so you know when things are getting spicy. Background flashes red or green in those extreme zones — can’t miss ‘em! Alerts ready to ping you when SMFI hits those levels. Perfect if you don’t want to stare at the screen all day. Should you trust it? Well… it’s a simple but solid tool to catch when retail crowd behavior might be peaking or bottoming out. Not magic, but it’s got your back when combined with other indicators or your own smarts. If you like this kind of no-nonsense volume+price combo, you’re gonna love it. If not, hey, blame me — but maybe give it a try first? 😄 In short: I made this for fun — but it’s surprisingly useful. Use it wisely, don’t blindly follow it, and maybe you’ll catch some juicy reversals. Need it tweaked? Hit me up! And hey, if you find a bug, that’s on me too. Just kidding, mostly. 😅
Indicatore Pine Script®
di StrategicVault-999
Pi Cycle IndicatorThe Pi Cycle Top is a timing tool used to spot Bitcoin cycle peaks. It tracks the 111-day Simple Moving Average (SMA) and twice the 350-day SMA. When the faster 111-day SMA crosses above 2× the 350-day SMA, it has historically signaled major Bitcoin tops — often within days. Core Idea: Measures market euphoria and overheated conditions by blending price and time dynamics. Designed to catch tops when momentum peaks. Important: High historical accuracy, but not bulletproof. Works best as a macro cycle indicator — not for precise exits.
Indicatore Pine Script®
di DecryptCapital
Low Volatility Breakout Detector)This indicator is designed to visually identify potential breakouts from consolidation during periods of low volatility. It is based on classic Bollinger Bands and relative volume. Its primary purpose is not to generate buy or sell signals but to assist in spotting moments when the market exits a stagnation phase. Arrows appear only when the price breaks above the upper or below the lower Bollinger Band, the band width is below a specified threshold (expressed in percentage), and volume is above its moving average multiplied by a chosen multiplier (default is 1). This combination may indicate the start of a new impulse following a period of low activity. The chart background during low volatility is colored based on volume strength—the lower the volume during stagnation, the less transparent the background. This helps quickly spot unusual market behavior under seemingly calm conditions. The background opacity is dynamically scaled relative to the range of volumes over a selected period, which can be set manually (default is 50 bars). The indicator works best in classic horizontal consolidations, where price moves within a narrow range and volatility and volume clearly decline. It is not intended to detect breakouts from formations such as triangles or wedges, which may not always exhibit low volatility relative to Bollinger Bands. Settings allow you to adjust: Bollinger Band length and multiplier, Volatility threshold (in %), Background and arrow colors, Volume moving average length and multiplier, Bar range used for background opacity scaling. Note: For reliable results, it’s advisable to tailor the volatility threshold and volume/background ranges to the specific market and timeframe, as different instruments have distinct dynamics. If you want the background color to closely match the color of breakout arrows, you should set the same volume analysis period as the volume moving average length. Additional note: To achieve a cleaner chart and focus solely on breakout signals, you can disable the background and Bollinger Bands display in the settings. This will leave only the breakout arrows visible on the chart, providing a clearer and more readable market picture.
Indicatore Pine Script®
di Uncle_the_shooter
PER Bands (Auto EPS)PER Bands Indicator - Technical Specification Function This PineScript v6 overlay indicator displays horizontal price bands based on Price-to-Earnings Ratio multiples. The indicator calculates price levels by multiplying earnings per share values by user-defined PER multiples, then plots these levels as horizontal lines on the chart. Data Sources The script attempts to automatically retrieve earnings per share data using TradingView's `request.financial()` function. The system first queries trailing twelve months EPS data, then annual EPS data if TTM is unavailable. When automatic retrieval fails or returns zero values, the indicator uses manually entered EPS values as a fallback. Configuration Options Users can configure five separate PER multiples (default values: 10x, 15x, 20x, 25x, 30x). Each band supports individual color customization and adjustable line width settings from 1 to 5 pixels. The indicator includes toggles for band visibility and optional fill areas between adjacent bands with 95% transparency. Visual Components The indicator plots five horizontal lines representing different PER valuation levels. Optional fill areas create colored zones between consecutive bands. A data table in the top-right corner displays current EPS source, EPS value, current PER ratio, and calculated price levels for each configured multiple. Calculation Method The indicator performs the following calculations: - Band Price = Current EPS × PER Multiple - Current PER = Current Price ÷ Current EPS These calculations update on each bar close using the most recent available EPS data. Alert System The script includes alert conditions for price crossovers above the lowest PER band and crossunders below the highest PER band. Additional alert conditions can be configured for any band level through the alert creation interface. Debug Features Debug mode displays character markers on the chart indicating when TTM or annual EPS data is available. This feature helps users verify which data source the indicator is using for calculations. Data Requirements The indicator requires positive, non-zero EPS values to function correctly. Stocks with negative earnings or zero EPS will display "N/A" for current PER calculations, though bands will still plot using the manual EPS input value. Exchange Compatibility Automatic EPS data availability varies by exchange. United States equity markets typically provide comprehensive fundamental data coverage. International markets may have limited automatic data availability, requiring manual EPS input for accurate calculations. Technical Limitations The indicator cannot fetch real-time EPS updates and relies on TradingView's fundamental data refresh schedule. Historical EPS changes are not reflected in past band positions, as the indicator uses current EPS values for all historical calculations. Display Settings The information table shows EPS source type (TTM Auto, Annual Auto, Manual, or Manual Fallback), allowing users to verify data accuracy. The table refreshes only on the last bar to optimize performance and reduce computational overhead. Code Structure Built using PineScript v6 syntax with proper scope management for plot and fill functions. The script uses global scope for all plot declarations and conditional logic within plot parameters to handle visibility settings. Version Requirements This indicator requires TradingView Pine Script version 6 or later due to the use of `request.financial()` functions and updated syntax requirements for plot titles and fill operations.
Indicatore Pine Script®
di hungryWhale69029
Consolidation Range with Signals (Zeiierman)█ Overview Consolidation Range with Signals (Zeiierman) is a precision tool for identifying and trading market consolidation zones, where price contracts into tight ranges before significant movement. It provides dynamic range detection using either ADX-based trend strength or volatility compression metrics, and offers built-in take profit and stop loss signals based on breakout dynamics. Whether you trade breakouts, range reversals, or trend continuation setups, this indicator visualizes the balance between supply and demand with clearly defined mid-bands, breakout zones, and momentum-sensitive TP/SL placements. █ How It Works ⚪ Multi-Method Range Detection ADX Mode Uses the Average Directional Index (ADX) to detect low-trend-strength environments. When ADX is below your selected threshold, price is considered to be in consolidation. Volatility Mode This mode detects consolidation by identifying periods of volatility compression. It evaluates whether the following metrics are simultaneously below their respective historical rolling averages: Standard Deviation Variance Average True Range (ATR) ⚪ Dynamic Range Band System Once a range is confirmed, the system builds a dynamic band structure using a volatility-based filter and price-jump logic: Middle Line (Trend Filter): Reacts to price imbalance using adaptive jump logic. Upper & Lower Bands: Calculated by expanding from the middle line using a configurable multiplier. This creates a clean, visual box that reflects current consolidation conditions and adapts as price fluctuates within or escapes the zone. ⚪ SL/TP Signal Engine On detection of a breakout from the range, the indicator generates up to 3 Take Profit levels and one Stop Loss, based on the breakout direction: All TP/SL levels are calculated using the filtered base range and multipliers. Cooldown logic ensures signals are not spammed bar-to-bar. Entries are visualized with colored lines and labeled levels. This feature is ideal for traders who want automated risk and reward reference points for range breakout plays. █ How to Use ⚪ Breakout Traders Use the SL/TP signals when the price breaks above or below the range bands, especially after extended sideways movement. You can customize how far TP1, TP2, and TP3 sit from the entry using your own risk/reward profile. ⚪ Mean Reversion Traders Use the bands to locate high-probability reversion zones. These serve as reference zones for scalping or fade entries within stable consolidation phases. █ Settings Range Detection Method – Choose between ADX or Volatility compression to define range criteria. Range Period – Determines how many bars are used to compute trend/volatility. Range Multiplier – Scales the width of the consolidation zone. SL/TP System – Optional levels that project TP1/TP2/TP3 and SL from the base price using multipliers. Cooldown – Prevents repeated SL/TP signals from triggering too frequently. ADX Threshold & Smoothing – Adjusts sensitivity of trend strength detection. StdDev / Variance / ATR Multipliers – Fine-tune compression detection logic. ----------------- Disclaimer The content provided in my scripts, indicators, ideas, algorithms, and systems is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or a solicitation to buy or sell any financial instruments. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information. All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
Indicatore Pine Script®
di Zeiierman
8
Anchored VWAP fastEMA $TICK RVOL ADD SQZ by RMAnchored VWAP fastEMA USI:TICK RVOL ADD SQZ short name is VTARS Model. The 'VTARS Model by RM' indicator combines several indicators in one, with customizable location settings for the graphs. VTARS Model Stands for: VWAP, Tick, ADD, RVOL and SQZ. The Advance Decline Indicator (ADD) measures market breadth by comparing the number of advancing and declining stocks within an index or exchange. It helps traders assess overall market strength or weakness, confirming trends or signaling potential reversals. A rising line suggests broad market participation in a rally, while a falling line indicates widespread selling pressure. This tool is especially useful when used alongside price action and volume indicators for a more complete market analysis. The Tick Indicator measures the net number of stocks trading on an uptick versus a downtick on a specific exchange, typically the NYSE. A positive tick value indicates more stocks are trading on upticks (buying pressure), while a negative value shows more downticks (selling pressure). It’s a real-time market sentiment gauge, often used by day traders to spot intraday strength, weakness, or potential reversals. Extreme tick readings can signal overbought or oversold conditions. The Relative Volume (RVOL) Indicator compares a stock's current trading volume to its average volume over a specified period. It helps identify unusual trading activity and potential trading opportunities. An RVOL greater than 1 indicates higher-than-normal volume, often signaling increased interest or momentum. RVOL is widely used by traders to confirm breakouts, validate price moves, and spot high-interest setups. The VWAP (Volume Weighted Average Price) is a benchmark indicator that shows the average price of an asset, weighted by volume. It helps traders identify the true average price paid for a security and is widely used for intraday trading. Price above VWAP suggests bullish sentiment, while price below VWAP indicates bearish sentiment. VWAP is commonly used for trade entries, exits, and assessing market trend strength. The Anchored VWAP is a variation that allows the user to set the starting time for calculations. The Bollinger Bands and Keltner Channels Squeeze Indicator (SQZ) identifies periods of low volatility that often precede major price moves. The "squeeze" conditions happen when the Bollinger Bands contract inside the Keltner Channels. This signals consolidation as yellow dots in the graph and potential breakout zones as Up/Dn labels. When the squeeze ends it indicates increasing volatility and a likely directional move Traders use this tool to anticipate breakouts and plan entries based on momentum shifts. 9 EMA and VWAP interaction identified by periods of expansion and contraction can be used to identify suitable trade entries. 4 EMA can be used in scalping 1 minute charts for quick entries in combination with Tick, ADD and RVOL. Disclaimer: The VTARS Model is not a Financial tool, it cannot used as any kind of advice to invest or risk moneys in any market, Markets are volatile in nature - with little or no warning - and will drain your account if you are not careful. Use only as an academic demonstrator => * Use it at your own risk *
Indicatore Pine Script®
di raul3429
Trend Scanner ProTrend Scanner Pro, Robust Trend Direction and Strength Estimator Trend Scanner Pro is designed to evaluate the current market trend with maximum robustness, providing both direction and strength based on statistically reliable data. This indicator builds upon the core logic of a previous script I developed, called Best SMA Finder. While the original script focused on identifying the most profitable SMA length based on backtested trade performance, Trend Scanner Pro takes that foundation further to serve a different purpose: analyzing and quantifying the actual trend state in real time. It begins by testing hundreds of SMA lengths, from 10 to 1000 periods. Each one is scored using a custom robustness formula that combines profit factor, number of trades, and win rate. Only SMAs with a sufficient number of trades are retained, ensuring statistical validity and avoiding curve fitting. The SMA with the highest robustness score is selected as the dynamic reference point. The script then calculates how far the price deviates from it using rolling standard deviation, assigning a trend strength score from -5 (strong bearish) to +5 (strong bullish), with 0 as neutral. Two detection modes are available: Slope mode, based on SMA slope reversals Bias mode, based on directional shifts relative to deviation zones Optional features: Deviation bands for visual structure Candle coloring to reflect trend strength Compact table showing real-time trend status This tool is intended for traders who want an adaptive, objective, and statistically grounded assessment of market trend conditions.
Indicatore Pine Script®
di Julien_Eche
6
Commodity Trend Reactor [BigBeluga] 🔵 OVERVIEW A dynamic trend-following oscillator built around the classic CCI, enhanced with intelligent price tracking and reversal signals. Commodity Trend Reactor extends the traditional Commodity Channel Index (CCI) by integrating trend-trailing logic and reactive reversal markers. It visualizes trend direction using a trailing stop system and highlights potential exhaustion zones when CCI exceeds extreme thresholds. This dual-level system makes it ideal for both trend confirmation and mean-reversion alerts. 🔵 CONCEPTS Based on the CCI (Commodity Channel Index) oscillator, which measures deviation from the average price. Trend bias is determined by whether CCI is above or below user-defined thresholds. Trailing price bands are used to lock in trend direction visually on the main chart. Extreme values beyond ±200 are treated as potential reversal zones. 🔵 FEATURES\ CCI-Based Trend Shifts: Triggers a bullish bias when CCI crosses above the upper threshold, and bearish when it crosses below the lower threshold. Adaptive Trailing Stops: In bullish mode, a trailing stop tracks the lowest price; in bearish mode, it tracks the highest. Top & Bottom Markers: When CCI surpasses +200 or drops below -200, it plots colored squares both on the oscillator and on price, marking potential reversal zones. Background Highlights: Each time a trend shift occurs, the background is softly colored (lime for bullish, orange for bearish) to highlight the change. 🔵 HOW TO USE Use the oscillator to monitor when CCI crosses above or below threshold values to detect trend activation. Enter trades in the direction of the trailing band once the trend bias is confirmed. Watch for +200 and -200 square markers as warnings of potential mean reversals. Use trailing stop areas as dynamic support/resistance to manage stop loss and exit strategies. The background color changes offer clean confirmation of trend transitions on chart. 🔵 CONCLUSION Commodity Trend Reactor transforms the simple CCI into a complete trend-reactive framework. With real-time trailing logic and clear reversal alerts, it serves both momentum traders and contrarian scalpers alike. Whether you’re trading breakouts or anticipating mean reversions, this indicator provides clarity and structure to your decision-making.
Indicatore Pine Script®
di BigBeluga
26
2-Day Volume Weighted Average Price (VWAP)This indicator extends TradingView’s built-in VWAP by calculating a volume-weighted average price over a continuous two-day window (yesterday + today), anchoring VWAP at the start of yesterday’s session and carrying it through to today’s close, but only plotting the segment that falls within the current trading session—yesterday’s data feeds into the calculation to ensure today’s VWAP reflects the prior session’s volume and price action, while the line drawn on your chart always begins at today’s session open. Standard Deviation Bands: Optional ±1σ, ±2σ, and ±3σ envelopes, exactly as in the default VWAP, but based on the rolling two-day data.
Indicatore Pine Script®
di ksefos
Ensemble Consensus System The Ensemble Consensus System (ECS) brings a **Random Forest-style ensemble vote** to Pine Script: five orthogonal "expert" strategies each cast a bull/bear vote (+1/-1/0), and only high-confidence consensus moves become signals—dramatically reducing noise while capturing strong directional moves. ## What Makes This Original ECS is the first Pine Script indicator to implement true machine learning-style ensemble voting. Rather than relying on a single methodology, five independent experts analyze different market dimensions: • **Trend Expert**: Multi-timeframe EMA alignment analysis • **Momentum Expert**: RSI/MACD/Stochastic confluence with consistency filters • **Volume Expert**: Proprietary volume pressure + OBV confirmation • **Volatility Expert**: Bollinger Band mean reversion opportunities • **Structure Expert**: Adaptive pivot-based support/resistance detection ## How It Works The system requires consensus among experts, with an **adaptive threshold** based on market volatility: | Volatility Regime | ATR/Close | Votes Required | |-------------------|-----------|----------------| | Low Volatility | <1% | 2+ | | Normal Markets | 1-2% | 3+ | | High Volatility | >2% | 4+ | This dynamic adjustment prevents overtrading in choppy conditions while maintaining responsiveness during strong trends. ## Key Features ### Signals • **Visual entry points** with strength percentage (60% = 3/5 experts agree) • **Adaptive thresholds** that adjust to market conditions • **Multi-expert consensus** reduces false signals ### Risk Control • **Dynamic stop-loss/take-profit** based on ATR • **Regime-adjusted targets** (±50% in volatile markets) • **Visual SL/TP lines** with exact price labels ### Analytics • **Real-time vote panel** showing each expert's stance • **Performance tracking** with win rate and P/L • **Market regime indicator** (Trending/Ranging/Volatile) • **Light Mode** for better performance on slower systems ## How to Use 1. **Apply ECS** to a liquid instrument on 15m-4H timeframe (best: 1H) 2. **Wait for signal** - green ▲ for long, red ▼ for short with strength % 3. **Verify votes** - check panel to see which experts agree 4. **Execute trade** using the displayed SL/TP levels 5. **Monitor regime** - be cautious if market regime changes ### Quick Start Settings • **Standard Trading**: Use defaults (3 votes, adaptive mode ON) • **Conservative**: Increase to 4 votes minimum • **Aggressive**: Reduce to 2 votes, tighten stops ## Important Limitations • **Chart Types**: Not compatible with Renko/Heikin-Ashi • **Volume Data**: Requires reliable volume (forex pairs may underperform) • **News Events**: Signals may lag during gaps/major announcements • **Processing**: Heavy calculations - use Light Mode if needed ## Settings Guide **Ensemble Controls** • `Minimum Votes` (default: 3): Base threshold before volatility adjustment • `Adaptive Mode` (default: ON): Auto-adjusts threshold by market volatility **Visual Options** • `Vote Panel`: Live expert voting display • `Performance Stats`: Win rate and trade tracking • `Light Mode`: Disables heavy visuals for speed **Risk Parameters** • `Stop Multiplier` (default: 2.0): ATR multiple for stop-loss • `TP Multiplier` (default: 3.0): ATR multiple for take-profit • `Dynamic TP` (default: ON): Adjusts targets by market regime ## Troubleshooting **Too few signals?** → Lower minimum votes or check if market is ranging **Indicator running slow?** → Enable Light Mode, disable performance tracking **Weird volume votes?** → Verify your symbol has accurate volume data ## Technical Concepts The ensemble approach mimics **Random Forest algorithms** where multiple decision trees vote on outcomes. By requiring agreement among experts using orthogonal methodologies, ECS filters out signals that would fail under different market lenses. The adaptive threshold addresses fixed-parameter weakness by dynamically adjusting selectivity based on volatility. • Adaptive pivot lookback for dynamic structure detection • Safe volume pressure calculation preventing division errors • Momentum consistency filter reducing choppy false signals • Unified dashboard merging vote panel + performance stats • Regime-based dynamic take-profit adjustment *Educational indicator demonstrating ensemble methods in Pine Script. No guarantee of future performance. Always use proper risk management and position sizing.*
Indicatore Pine Script®
di Finntech1
2