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AI And Machine Learning

This page covers AI-related settings in BananaEA, if present in your version.

AI settings are optional filters. They should be tested before use and should not be treated as financial advice.

Common Setting​

MinimumAIConfidence

Controls the minimum confidence value required for an AI-scored signal to pass.

Typical behavior:

  • Lower value: fewer AI rejections.
  • Higher value: more AI rejections.
  • Too high: the EA may stop trading because too few signals pass.

When To Use It​

Use this setting only after the normal EA setup is working.

Recommended order:

  1. Install and attach the EA.
  2. Load the preset or base settings.
  3. Confirm ordinary signals and trade management work.
  4. Run a backtest.
  5. Adjust AI settings only after you understand the baseline behavior.

How To Test​

  1. Run a test with AI filtering off or at default.
  2. Record trade count, drawdown, and any errors.
  3. Run the same test with a changed confidence value.
  4. Compare results.
  5. Forward test on demo.

Troubleshooting​

If the EA stops taking trades after changing this setting:

  • Lower MinimumAIConfidence.
  • Confirm the normal signal toggles are enabled.
  • Confirm trading hours and spread filters are not blocking trades.
  • Check the Experts tab for rejection messages.