Binary Options kNN - High Accuracy Mode

🚀 Binary Options kNN – High Accuracy Mode (AI Signal Engine)

This indicator is designed to generate high-probability BUY and SELL signals for short-term trading (Binary Options and scalping) using a Machine Learning approach.

Instead of relying on a single indicator crossover, this script applies a k-Nearest Neighbors (kNN) classification model to predict the direction of the next candle based on real historical market behavior.

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🔍 How It Works
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The script builds a training dataset using momentum + volatility features, including:

• Fast RSI (7-period)
• CCI (14-period)
• ROC (Rate of Change)

Each candle is normalized into a 0–100 range, then compared against the most similar past price conditions.

The kNN engine votes on whether the next candle is more likely to close bullish or bearish.

A signal is triggered only when a minimum consensus threshold is reached (example: 4 out of 5 neighbors agree).

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✅ Signal Filters (“60% Fix”)
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To reduce noise and improve accuracy, optional filters are included:

• ATR volatility filter (avoids low-movement zones)
• ADX trend filter (avoids choppy markets)
• RSI reversal filter (avoids overbought/oversold traps)

These filters help ensure trades are taken only in stronger market conditions.

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📌 Best Use Cases
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• 1m – 5m Binary Options setups
• Short-term scalping entries
• Trend-following confirmation tool
• Automated alert-based trading systems

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⚙️ How To Use
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1. Apply the indicator on lower timeframes
2. Wait for confirmed BUY/SELL signals
3. Combine with support/resistance or trend context
4. Use alerts + webhook automation if desired

This script is intended as a decision-support tool, not a guaranteed outcome system. Always apply proper risk management.