Sara AI Insights: PancakeSwap (CAKE)
Market state: 🦀 Crab
Sara AI signal: Scalp or wait
Sara AI says: Ideal for range-bound traders. Everyone else? Sit tight.
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PancakeSwap (CAKE) price predictions by Sara AI (beta)
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Sara AI Model Accuracy for PancakeSwap (CAKE)
Sara AI has made 42,525 predictions for PancakeSwap (CAKE) with an average accuracy of 99.37%
| Model | Predictions | Accuracy | |
|---|---|---|---|
| Pancake-10 | 10570 | 99.61% | |
| Pancake-60 | 10634 | 99.09% | |
| Tiramisu-10 | 10663 | 99.50% | |
| Tiramisu-60 | 10658 | 99.27% |
Accuracy of Sara AI Pancake-10
Basic Sara AI Model for 10 minute PancakeSwap (CAKE) price forecasts.
Accuracy of Sara AI Tiramisu 10
Advanced Sara AI Model for 10 minute PancakeSwap (CAKE) price forecasts.
Accuracy of Sara AI Pancake-60
Basic Sara AI model for 60 minute PancakeSwap (CAKE) price forecasts.
Accuracy of Sara AI Tiramisu 60
Advanced Sara AI Model for 60 minute PancakeSwap (CAKE) price forecasts.
How is Sara AI accuracy calculated?
Sara AI uses MAPE (Mean Absolute Percentage Error) to measure how close predictions are to actual market prices.
MAPE = \( \frac{1}{n} \sum_{i=1}^{n} \left( \frac{|Actual_i - Predicted_i|}{|Actual_i|} \right) \times 100 \)
\( n \) is the number of observations
\( Actual_i \) is the actual value
\( Predicted_i \) is the predicted value.
Forecast Accuracy = 100 - MAPE
Note: Sara AI compares predictions to the nearest real price from the 10-minute interval to assess model performance.
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