AI-powered candlestick pattern recognition with LightGBM ensemble prediction
| Pattern | Direction | Occurrences | Win Rate | Avg Return | Actual vs Theoretical |
|---|---|---|---|---|---|
| {r.pattern} | {r.direction} | {r.occurrences} | = 0.5 ? 'var(--accent-green)' : '#ef4444' }}> {(r.win_rate * 100).toFixed(1)}% | = 0 ? 'var(--accent-green)' : '#ef4444' }}> {r.avg_return_pct >= 0 ? '+' : ''}{r.avg_return_pct.toFixed(2)}% | = 0 ? 'var(--accent-green)' : '#ef4444' }}> {r.actual_vs_theoretical >= 0 ? '+' : ''}{(r.actual_vs_theoretical * 100).toFixed(1)}% |
Enter a ticker symbol and click Analyze to detect candlestick patterns and get AI predictions
Supports all markets: US equities, Indian stocks (.NS), crypto, and more