Elliott Wave X kNN

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.

• Swings are only validated after confirmation

• Once confirmed, they never move or repaint

• 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:

• Valid 5-wave Elliott impulses

• 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:

• RSI

• CCI

• Rate of Change (ROC)

• Volume

The kNN model does not predict the future.
It evaluates whether current market conditions resemble past situations that resolved in the same direction.

• Continuation setups require directional agreement

• Reversal setups require opposing confirmation

4. Signal Generation

A signal is displayed only when all conditions align:

• Market structure

• Elliott Wave rules

• kNN confirmation

This significantly reduces noise and over-signaling.

Non-Repainting, No Redrawing

• Swing points are confirmed only after the required number of bars

• Waves, signals, stop-loss and target levels never move once drawn

• No historical bars are modified

• 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:

• Clear entry marker

• Stop-loss and target levels

• Risk-to-Reward (R-multiple) calculation

A built-in dashboard displays:

• Total closed trades

• Wins and losses

• Win rate

• Net accumulated R

All statistics are calculated directly from the indicator’s own signals.

Markets & Usage

The indicator adapts to different trading styles:

• Scalping on indices (M1–M3)

• Intraday and swing trading (M5–H1)

It has shown positive R-based results on:

• Forex

• Indices

• 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

• Fully non-repainting

• No lagging indicators driving decisions

• Simple, fast, real-time machine-learning confirmation

• Clean, chart-focused visualization