Signal modes
AI Signals V4 Guide
1. Signal Modes
AI Signals V4 introduces a powerful AI Mode that automatically selects and adapts between specialized signal types—so you never have to choose manually.
Available Modes (for reference)
Contrarian Mode: Targets overbought/oversold extremes for mean reversion.
Reversal Mode: Pinpoints key trend-turning points with AI-optimized support/resistance.
Trend Mode: Identifies and rides sustained directional moves in strong trends.
Scalper Mode: Delivers rapid entry/exit signals on very short timeframes for high-frequency scalp trades

- AI Mode (★)
How it works: AI Mode constantly evaluates every signal type (Contrarian, Reversal, Trend, Scalper) against your custom feature weights (Profit, Win Rate, Profit Factor, Total Trades).
Adaptive Learning: After each new candle, the AI recalibrates rankings based on live performance metrics—automatically surfacing the highest-probability signals for current market conditions.
One-Click Selection: No need to switch modes—just load AI Mode and let the algorithm choose the optimal signal type every bar.
Signal Strength Ranking: Each signal is assigned a rating (★1‑★3):
★1 = Low probability (baseline signals)
★2 = Medium probability (better historical performance)
★3 = High probability (top-ranked, maximum expected return)
custom AI model feature weights to adapt for. (Profit, Win Rate, Profit Factor, Total Trades).
Adaptive Learning: After each candle close, the AI recalibrates scores based on live performance metrics, automatically promoting or demoting signal strength as market conditions change.

Contrarian:
contrarian MODE Reversal: Pinpoints key reversal points for potential trend changes.
Trend: Focuses on trending signals, providing you with opportunities to ride strong market trends.
Trend mode Scalper: Tailored for short-term, high-frequency trading. Use this mode for quick entries and exits in volatile markets.
How to Enable AI Mode
Click the gear icon next to the AI-Signals V4 indicator in TradingView.
In the Signals Mode dropdown, choose AI ★.
(Optional) Under AI Configurations, adjust your Feature Weights to prioritize Profit, Win Rate, etc.
Tip: You can experiment with different signal modes to see which works best for specific market conditions, and your trading style, (Trend following, etc).

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