Apex Wallet - Lorentzian Classification: Adaptive Signal Suite

Overview The Apex Wallet Lorentzian Classification is a high-performance signal engine that utilizes an adaptive multi-feature approach to identify high-probability entry points. It synthesizes five distinct technical features—RSI, CCI, ADX, MFI, and ROC—to calculate a weighted trend bias.

Dynamic Adaptation The core strength of this indicator is its ability to automatically recalibrate its internal periods based on your selected Trading Mode.

Scalping: Uses ultra-fast periods (e.g., RSI 7, ADX 10) for quick reaction on 1m to 5m charts.

Day-Trading: Balanced settings (e.g., RSI 14, ADX 14) optimized for 15m to 1h timeframes.

Swing-Trading: Smooth, long-term filters (e.g., RSI 21, ADX 20) to capture major market shifts.

Logic & Signal Flow

Feature Extraction: The script calculates five momentum and volatility features using the current close price.

Signal Summation: Each feature contributes to a global signal score based on established technical thresholds.

EMA Smoothing: The raw signal is processed through an EMA filter to eliminate market noise and false breakouts.

Execution: Clear BUY and SELL labels are printed directly on the chart when the smoothed score crosses specific conviction levels.

Key Features:

Zero-Configuration: No need to manually adjust lengths; simply pick your trading style.

Clean Visuals: High-fidelity labels (BUY/SELL) with integrated alert conditions for automation.

Prop-Firm Ready: Ideal for traders needing fast confirmation for high-conviction trades.