Enhanced RSI KDE | Advanced Filters

8月13日

This is an enhanced version of the excellent RSI (Kernel Optimized) indicator originally created by @fluxchart. Full credit goes to fluxchart for the innovative KDE (Kernel Density Estimation) concept and the solid foundation that made this enhancement possible.
🙏 CREDITS & ACKNOWLEDGMENTS

Original Creator: fluxchart - RSI (Kernel Optimized)
Original Concept: Kernel Density Estimation applied to RSI pivot analysis
Enhancement: Advanced filtering system and signal optimization- profitgang
License: Mozilla Public License 2.0

🚀 WHAT'S NEW IN THIS ENHANCED VERSION
Building upon fluxchart's brilliant KDE RSI foundation, this version adds:
🔥 Advanced Filtering System:

Multi-Timeframe Confluence - Confirms signals across higher timeframes
Volume Confirmation - Only signals on above-average volume
Volatility Range Filter - Avoids signals in choppy or extreme conditions
Trend Context Analysis - Considers overall market direction
Adaptive Pivot Detection - Adjusts sensitivity based on market volatility

🎯 Signal Quality Improvements:

Confluence Scoring - Each signal gets a quality score (1-6)
Label Cooldown System - Prevents chart clutter with smart spacing
Higher Activation Thresholds - More selective signal generation
Risk Management Integration - Auto stop-loss and take-profit levels

📊 Enhanced Dashboard:

Real-time filter status monitoring
KDE probability percentages
Confluence scores for both directions
Volume and volatility readings

⚙️ HOW IT WORKS
The indicator maintains fluxchart's core KDE methodology:

Collects RSI values at historical pivot points
Creates probability density functions using Gaussian/Uniform/Sigmoid kernels
Identifies high-probability zones for potential reversals

NEW: Multiple filters must align before generating signals, dramatically reducing false positives while maintaining the accuracy of high-probability setups.
🎛️ RECOMMENDED SETTINGS

Confluence Score: 5/6 (very selective)
Activation Threshold: Medium or High
Multi-Timeframe: Enabled with 2/2 alignment
Volume Filter: Enabled (1.5x threshold)
All other filters: Enabled for maximum quality

📈 BEST USE CASES

Swing Trading - Higher timeframe confirmation reduces whipsaws
Quality over Quantity - Fewer but much higher probability signals
Risk Management - Built-in stop/target levels for each signal
Multi-Asset Analysis - Works on stocks, crypto, forex, commodities

⚠️ IMPORTANT NOTES

This is a quality-focused indicator - expect fewer but better signals
Backtest thoroughly on your specific assets and timeframes
The original fluxchart indicator remains excellent for different trading styles
Consider this an alternative approach, not a replacement

🤝 COLLABORATION & FEEDBACK
Special thanks to fluxchart for creating the original innovative KDE RSI concept. This enhancement wouldn't exist without that solid foundation.
Feel free to suggest improvements or share your results! The goal is to build upon great work in the community.

8月13日

版本注释

This is an enhanced version of the excellent RSI (Kernel Optimized) indicator originally created by @fluxchart. Full credit goes to fluxchart for the innovative KDE (Kernel Density Estimation) concept and the solid foundation that made this enhancement possible.
🙏 CREDITS & ACKNOWLEDGMENTS

Original Creator: fluxchart - RSI (Kernel Optimized)
Original Concept: Kernel Density Estimation applied to RSI pivot analysis
Enhancement: Advanced filtering system and signal optimization
License: Mozilla Public License 2.0

🚀 WHAT'S NEW IN THIS ENHANCED VERSION
Building upon fluxchart's brilliant KDE RSI foundation, this version adds:
🔥 Advanced Filtering System:

Multi-Timeframe Confluence - Confirms signals across higher timeframes
Volume Confirmation - Only signals on above-average volume
Volatility Range Filter - Avoids signals in choppy or extreme conditions
Trend Context Analysis - Considers overall market direction
Adaptive Pivot Detection - Adjusts sensitivity based on market volatility

🎯 Signal Quality Improvements:

Confluence Scoring - Each signal gets a quality score (1-6)
Label Cooldown System - Prevents chart clutter with smart spacing
Higher Activation Thresholds - More selective signal generation
Risk Management Integration - Auto stop-loss and take-profit levels

📊 Enhanced Dashboard:

Real-time filter status monitoring
KDE probability percentages
Confluence scores for both directions
Volume and volatility readings

⚙️ HOW IT WORKS
The indicator maintains fluxchart's core KDE methodology:

Collects RSI values at historical pivot points
Creates probability density functions using Gaussian/Uniform/Sigmoid kernels
Identifies high-probability zones for potential reversals

NEW: Multiple filters must align before generating signals, dramatically reducing false positives while maintaining the accuracy of high-probability setups.
🎛️ RECOMMENDED SETTINGS

Confluence Score: 5/6 (very selective)
Activation Threshold: Medium or High
Multi-Timeframe: Enabled with 2/2 alignment
Volume Filter: Enabled (1.5x threshold)
All other filters: Enabled for maximum quality

📈 BEST USE CASES

Swing Trading - Higher timeframe confirmation reduces whipsaws
Quality over Quantity - Fewer but much higher probability signals
Risk Management - Built-in stop/target levels for each signal
Multi-Asset Analysis - Works on stocks, crypto, forex, commodities

⚠️ IMPORTANT NOTES

This is a quality-focused indicator - expect fewer but better signals
Backtest thoroughly on your specific assets and timeframes
The original fluxchart indicator remains excellent for different trading styles
Consider this an alternative approach, not a replacement

🤝 COLLABORATION & FEEDBACK
Special thanks to fluxchart for creating the original innovative KDE RSI concept. This enhancement wouldn't exist without that solid foundation.
Feel free to suggest improvements or share your results! The goal is to build upon great work in the community.