Machine learning algorithm principle, implementation and practice-Distance measurement Statement: most of the content in this article is reproduced in July's article on CSDN: from the K nearest neighbor algorithm and distance measurement to the KD
This paper mainly discusses some distance formulas of text similarity calculation, including: Euclidean distance, cosine similarity, jaccard distance, editing distance.
Distance calculations can be used in many scenarios, such as clustering,
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
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
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
Edit Distance
The edit distance (edit Distance), also known as Levenshtein distance, refers to the minimum number of edits that are required for a two string to be transferred from one to another. An edit operation involves replacing one character
Edit Distance
Edit distance (edit Distance), also known as Levenshtein distance, is the minimum number of editing operations required to turn between two strings, from one to another. Editing involves replacing one character with another character,
8. Dynamic Planning (1) -- The distance between string editing and string Planning
The algorithm questions of dynamic planning are often frequent visitors to the pen questions of major companies. Among the public accounts of many algorithms,
1. In the recent work to achieve the user vehicle driving route clustering, because the data given only the user a day in the traffic card mouth monitored bayonet name: Qingdao Road-Weihai Road-Jiyang Road. To realize the rule analysis of vehicle
Another solution of "the beauty of programming: finding the maximum distance of a node in a binary tree"
Yesterday I spent one night writing a book review on Douban for the beauty of programming, late book reviews and thoughts-for friends who love
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