Unlike other "black box" predictive models, support vector machines have a solid mathematical foundation in statistics.

Question

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Support vector machines (SVM) have a solid foundation in statistics and are considered to be a transparent machine learning model. The SVM algorithm is based on statistical learning theory, which provides a mathematical foundation for the model. This theoretical foundation helps to understand the learning process of SVM, and it is not considered a "black box" model.

Unlike Other "Black Box" Predictive Models, Support Vector Machines Have