1, cosine distance
The cosine distance, also known as the cosine similarity, is a measure of the magnitude of the difference between the two individuals using the cosine of the two vectors in the vector space.
Vector, is the direction of the multidimensional space line segment, if the direction of the two vectors are consistent, that is, the angle is close to 0,
1, cosine distanceThe cosine distance, also known as the cosine similarity, is a measure of the magnitude of the difference between the two individuals using the cosine of the two vectors in the vector space.Vector, is the direction of the multidimensional space line segment, if the direction of the two vectors are consistent, that is, the angle is close to 0, then the two vectors are similar. To determine
In the process of data analysis and data mining, we often need to know the size of differences between individuals, and then evaluate the similarities and categories of individuals. The most common is the analysis of data, classification and clustering algorithms in data mining, such as K nearest neighbor (KNN) and K-means (K-means). Of course there are many ways to measure individual differences, and here's a list.To facilitate the following explanat
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