2025-04-30 01:37
IndustrySHAP
#CurrencyPairPrediction
SHAP (SHapley Additive exPlanations)
What it is:
• A powerful method based on cooperative game theory.
• It assigns an exact contribution of each feature to each individual prediction.
In Forex Example:
• For a buy EUR/USD prediction:
• RSI = +0.2 boost.
• MACD = +0.1 boost.
• High news volatility = -0.05 penalty. SHAP gives local + global explanations together.
SHAP is one of the most popular tools for serious AI interpretability today.
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SHAP
Malaysia | 2025-04-30 01:37#CurrencyPairPrediction
SHAP (SHapley Additive exPlanations)
What it is:
• A powerful method based on cooperative game theory.
• It assigns an exact contribution of each feature to each individual prediction.
In Forex Example:
• For a buy EUR/USD prediction:
• RSI = +0.2 boost.
• MACD = +0.1 boost.
• High news volatility = -0.05 penalty. SHAP gives local + global explanations together.
SHAP is one of the most popular tools for serious AI interpretability today.
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