Elliott Wave X kNN
- Indicators
- Version: 2.0
- Updated: 19 January 2026
Elliott Wave X kNN is a market structure and Elliott Wave indicator designed for traders who want clarity.
Whether just starting and don’t know where to begin, or already trade and want a cleaner, more objective view of the market, this indicator focuses on one goal: making price action readable and structured.
It does not promise profits.
Instead, it provides a transparent framework to understand market movement, risk, and probabilities.
A Clear Process, Step by Step
The indicator follows a fully rule-based and deterministic process.
1. Market Structure First
Price is analyzed through confirmed swing points using a fixed depth and confirmation logic.
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Swings are only validated after confirmation
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Once confirmed, they never move or repaint
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Structure remains stable on the chart
This creates a clean foundation for reading the market.
2. Elliott Wave Interpretation
Based on confirmed structure, the indicator identifies:
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Valid 5-wave Elliott impulses
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Wave-2 pullbacks suitable for Wave-3 continuation setups
Only well-formed patterns are considered. Nothing is forced or guessed.
3. kNN Machine-Learning Confirmation
Each potential setup is filtered using a lightweight k-Nearest Neighbors (kNN) model trained incrementally on historical data.
The model uses normalized market features such as:
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RSI
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CCI
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Rate of Change (ROC)
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Volume
The kNN model does not predict the future.
It evaluates whether current market conditions resemble past situations that resolved in the same direction.
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Continuation setups require directional agreement
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Reversal setups require opposing confirmation
4. Signal Generation
A signal is displayed only when all conditions align:
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Market structure
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Elliott Wave rules
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kNN confirmation
This significantly reduces noise and over-signaling.
Non-Repainting, No Redrawing
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Swing points are confirmed only after the required number of bars
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Waves, signals, stop-loss and target levels never move once drawn
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No historical bars are modified
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No forward-looking data is used
All signals are generated strictly in real time and remain fixed on the chart.
Trade Visualization & Statistics
Each signal includes:
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Clear entry marker
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Stop-loss and target levels
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Risk-to-Reward (R-multiple) calculation
A built-in dashboard displays:
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Total closed trades
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Wins and losses
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Win rate
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Net accumulated R
All statistics are calculated directly from the indicator’s own signals.
Markets & Usage
The indicator adapts to different trading styles:
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Scalping on indices (M1–M3)
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Intraday and swing trading (M5–H1)
It has shown positive R-based results on:
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Forex
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Indices
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Commodities
Long-term stock investing is not recommended for this tool.
What This Indicator Is, and Is Not
✔ A structured way to read the market
✔ A learning tool for beginners
✔ A decision-support tool for experienced traders
✖ Not a signal generator promising profits
✖ Not a black-box system
✖ Not a guarantee of performance
Key Characteristics
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Fully non-repainting
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No lagging indicators driving decisions
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Simple, fast, real-time machine-learning confirmation
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Clean, chart-focused visualization
