Pattern Recognition Pro

Advanced chart pattern detection with AI confirmation.

Overview

Automatically detect and classify chart patterns using both classical rules and AI/ML models.

Pattern Categories

Classic Patterns

Reversal:

• Head & Shoulders / Inverse H&S
• Double Top / Double Bottom
• Triple Top / Triple Bottom
• Rounding Top / Rounding Bottom
• Rising/Falling Wedge (reversal context)

Continuation:

• Bull/Bear Flag
• Bull/Bear Pennant
• Rectangle/Range
• Ascending/Descending Triangle
• Symmetrical Triangle
• Cup and Handle

Candlestick Patterns

Bullish:

• Hammer, Inverted Hammer
• Morning Star, Bullish Engulfing
• Three White Soldiers
• Piercing Line, Doji Star

Bearish:

• Shooting Star, Hanging Man
• Evening Star, Bearish Engulfing
• Three Black Crows
• Dark Cloud Cover

Harmonic Patterns

• Gartley, Bat, Butterfly
• Crab, Shark, Cypher
• ABCD, Three Drives

AI Enhancement

• Pattern probability scoring (0-100%)
• False pattern filtering
• Historical success rate lookup
• Multi-timeframe confirmation
• Similar pattern matching from history

Configuration

patternPro:
  categories: ["classic", "candlestick", "harmonic"]
  minConfidence: 70
  useAI: true
  alertOnFormation: true
  alertOnCompletion: true
  showTargets: true
  showInvalidation: true

Output

• Pattern type and direction
• Entry, stop loss, take profit levels
• Risk/reward ratio
• Historical win rate
• Confidence score
• Invalidation level

Alerts

• Pattern forming (early warning)
• Pattern confirmed
• Pattern target hit
• Pattern invalidated