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The correlation coefficient of measurement correlation is many, the calculation method and characteristics of various parameters are different.Related indicators for continuous variables:At this time, the correlation coefficient of product
Similarity between vectors
There are many ways to measure the similarity between vectors. You can use the reciprocal of distance (various distances), vector angle, Pearson correlation coefficient, and so on.
Pearson correlation coefficient
1.1, what is the K nearest neighbor algorithmWhat is the K nearest neighbor algorithm, namely K-nearest Neighbor algorithm, short of the KNN algorithm, single from the name to guess, can be simple and rough think is: K nearest neighbour, when K=1,
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
Rank Correlation coefficientfrom Wikipedia, the free encyclopediajump:
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InStatistics,Spearman's rank correlation coefficientOrSpearman's rock, Named afterCharles rankAnd often denoted by the Greek letterP(Rock) orRS,
Commodity correlation AnalysisAssociationRelevance: Mainly used in the Internet content and documents, such as search engine algorithm documents in the relationship between.Association: It is used on the real thing, such as the correlation between
Both the user CF and the item CF rely on the similarity calculation, because only by measuring the similarity between the user or the item can the user's "neighbor" be found to complete the recommendation. The calculation of similarity is briefly
The Great God of mathematics, the statistical great god and the data mining recommend the Great God please pay attention.I. Understanding of mathematical expectationsearlier, France had two large mathematicians, one called Blays Pasca, and one
In reality, the recommended systems are generally based on the collaborative filtering algorithm, such algorithms usually need to calculate the user and user or project and project similarity, for data and data types of different data sources, need
In reality, the recommendation system is generally based on collaborative filtering algorithms, which usually need to calculate the user and user or project and project similarity, for data volume and data types of different data sources, need
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