Kernel Trick

goML
Mathematical technique allowing linear algorithms to work with non-linear data by mapping to higher-dimensional spaces.
ChatGPT Definition (GPT-4o)
A method in machine learning that enables linear algorithms to solve non-linear problems by implicitly mapping inputs into higher-dimensional spaces.
Gemini (2.0)
A method used in support vector machines and other kernel methods to implicitly map data into a higher-dimensional space.
Claude (3.7)
Mathematical technique allowing algorithms to operate in high-dimensional feature spaces without explicitly computing the transformed coordinates.

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