In 1992, Boser, Guyon, and Vapnik Suggested a Way to Create

question 39

Essay

In 1992, Boser, Guyon, and Vapnik suggested a way to create nonlinear classifiers by applying the kernel trick to maximum-margin hyperplanes. How does the resulting algorithm differ from the original optimal hyperplane algorithm proposed by Vladimir Vapnik in 1963?

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Definitions:

Higher Earnings

Increased income from wages, salaries, investments, or other sources, typically compared to a previous period or average.

Better-Educated

Referring to individuals who have received a higher level of formal education, often resulting in improved skills, knowledge, and job opportunities.

Human-Capital Theory

A theory that views individuals' skills and knowledge as valuable assets that can enhance their productivity and income.

Education

The process of receiving or giving systematic instruction, especially at a school or university.