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Sensitivity of the Hyperparameters in FCM.
| Hyperparameter | Value Range | Sensitivity Analysis |
|---|---|---|
| Number of Clusters (c) | [2, 4, 6, 8, 10] | High Sensitivity |
| Fuzzy Weighting Exponent (w) | [1.5, 2, 2.5, 3, 3.5]] | High Sensitivity |
| Maximum Iterations | [100, 200, 300, 400, 500] | Low Sensitivity |
| Convergence Tolerance | [1e-05, 5e-05, 0.0001, 0.0005, 0.001] | Moderate Sensitivity |
