StealthTrail SuperTrend ML Pro

The StealthTrail SuperTrend ML Pro indicator is a comprehensive trend-following tool that combines adaptive SuperTrend logic with a 13-feature machine learning scoring engine and an automated regime classification system. It aims to filter out false signals by dynamically adjusting parameters based on market conditions while evaluating every trend flip against multiple technical dimensions.

Usage

The indicator can be used as a primary signal generator or a sophisticated trend filter. When a trend reversal occurs, the script displays "Long" or "Short" labels provided the signal passes several intelligence layers.

• Regime-Adaptive Trading: The tool automatically classifies the market into Trending, Ranging, or Volatile regimes. It then self-configures the ATR length and multipliers to suit the current environment.
• Signal Filtering: Users can enable the ML Signal Filter to reject low-confidence signals. Signals that meet classic criteria but fail the ML check appear as yellow triangles, helping traders avoid low-probability setups.
• Trade Management: The system includes a multi-mode trailing Take Profit and Stop Loss system. Traders can choose between ATR-based trailing, Band-based trailing (using the SuperTrend line), or a hybrid approach.
• Multi-Timeframe Analysis: Use the MTF Confluence feature to ensure trades align with the higher-timeframe trend. The "Strict" setting acts as a hard block if timeframes are not synchronized.

Details

The script operates through a multi-layer intelligence stack:

1. Instrument Profiler: Measures Efficiency Ratio (trend strength), Autocorrelation (persistence), and Volatility Clustering to determine the current regime.
2. ML Scoring Engine: Evaluates 13 distinct features, including RSI Momentum, Volume Surges, MACD alignment, and Session Quality. Each feature is weighted and passed through a sigmoid function to produce a 0–100 confidence score.
3. Self-Learning Mechanism: Tracks the outcome of previous signals. If the win rate drops, the system automatically increases the "Confidence Gate" (the minimum score required to trigger a signal), making the entry criteria stricter during difficult periods.

Settings

• Main Settings: Toggle Auto-Tune or manually set the ATR Length and Base Multiplier.
• Adaptive Engine: Adjust the Profiling Lookback and Regime Sensitivity to control how quickly the indicator reacts to market shifts.
• Multi-Timeframe: Select "Auto" or "Manual" HTF selection and set the strictness level for trend alignment.
• ML Signal Filter: Enable the scoring engine, set the initial Confidence Gate, and toggle the Self-Learning feature.
• ML Weights: Fully configurable weights for 13 individual features (Momentum, Volume, Trend Efficiency, etc.).
• Classic Filters: Includes settings for Flip Cushion (to prevent whipsaws), Cooldown periods, and RSI/Volume thresholds.
• TP / SL: Define Stop Loss modes (ATR, Band, Fixed %) and select from three trailing modes to protect profits.

FAQ

How do I use the ML scoring effectively?

Start with the ML filter off to observe how the engine scores different market moves. Once you see a pattern in high-scoring winners, enable the ML Filter and set the Confidence Gate to that level, or use the Self-Learning mode to let it auto-calibrate.

What is the "Flip Cushion"?

The Flip Cushion requires price to penetrate the SuperTrend band by a certain percentage of the ATR before a trend change is confirmed, which helps filter out noise in sideways markets.

How can I access this script?

You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.