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This question is machine learning question.7) Kernel Method7.1) Decribe the basic concepts of Kernel Method
- What is the benefit of using kernel?
- How to prove one function is a valid kernel function.
- Describe the commonly used kernels.
7.2) Kernelize algorithms
- What is KernelSVM?
- How to kernelize algorithms:Euclidean distance?
- What is Kernel k-means?
- What is Kernel PCA?
- What is Kernel regression?: representing w by weighted combination of features.
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