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A model's reaction to changes in other features is primarily determined by the relationships encoded in its parameters, which represent the strength and nature of the interactions between features. This is influenced by the model type (e.g., linear regression, decision trees, neural networks), the underlying data distribution, and the feature's importance as assessed during training. Additionally, multicollinearity among features can affect how changes in one feature impact the model's predictions. Overall, the model's structure and the training process dictate its sensitivity to changes in feature values.

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