Gaussian kernel is a popular kernel function often used in various statistical pattern recognition researches and their applications to measure the similarity
between two samples in a dataset. However, the scalar parameter belta (¦Â) in Gaussian kernel function as shown in the following equation significantly affects the final results. This
online data-driven tool is used to calculate the optimal belta (¦Â) parameter based on the given dataset.
When using this online service, the user is required to submit their dataset with a file name in.txt.
Following is an example, where the dataset contains 10 samples and each sample has 4 dimensions.
Example£º
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