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Update Improvedgekpls.md
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Spinachboul authored Dec 21, 2023
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Expand Up @@ -51,6 +51,5 @@ println(rmse) #0.0347

| **Sampling Method** | **RMSE** | **Differences** |
|----------------------|--------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| **Sobol Sampling** | 0.021472963465423097 | Utilizes digital nets to generate quasi-random numbers, offering low-discrepancy points for improved coverage. - Requires careful handling, especially in higher dimensions. |
| **Halton Sampling** | 0.02144270998045834 | Uses a deterministic sequence based on prime numbers to generate points, allowing for quasi-random, low-discrepancy sampling. - Simpler to implement but may exhibit correlations in some dimensions affecting coverage. |

| **Sobol Sampling** | 0.021472963465423097 | Utilizes digital nets to generate quasi-random numbers, offering low discrepancy points for improved coverage. - Requires careful handling, especially in higher dimensions. |
| **Halton Sampling** | 0.02144270998045834 | Uses a deterministic sequence based on prime numbers to generate points, allowing for quasi-random, low-discrepancy sampling. - Simpler to implement but may exhibit correlations in some dimensions affecting coverage.

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