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Similarity Learning - What is an example of similarity measure?


Bringing together all the feature data for two instances into one single numerical number is the only way to measure their similarity. If we have a dataset of shoes that only has one variable, say, shoe size, we can measure how similar two shoes are by finding the size difference between them.