Ai And M L

Written by
TradingMaster AI Bull
Feb 12, 2025
1 min read
Understanding AI Confidence Scores
On your Dashboard, every signal comes with a colorful percentage: The Confidence Score. This is not a guarantee; it's a probability map.
How It's Calculated
The score is an aggregate of 3 sub-models:
- Technical Score: Do the charts look bullish? (RSI, MACD)
- Sentiment Score: Is the crowd bullish? (Twitter, News)
- Risk Score: Is the volatility dangerous?
Interpreting the Score
50% - 65% (Low Confidence)
- Meaning: The market is mixed. Signals conflict.
- Action: Stay in Cash or use a Grid Bot to farm the chop.
65% - 80% (Medium Confidence)
- Meaning: The trend is forming, but not explosive.
- Action: Enter positions with standard size.
80% - 99% (High Confidence)
- Meaning: All indicators align. A "Confluence Event."
- Action: Aggressive entry. Consider using Leverage (responsibly).
False Positives
Can a 95% score fail? Yes. A "black swan" event (like the SEC suing an exchange) can invalidate any technical setup instantly. That is why Stop Losses are mandatory, even at 99% confidence.
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