Giter Club home page Giter Club logo

Comments (2)

vanessahaaland avatar vanessahaaland commented on August 16, 2024

I have also found that the calculation of precision@k is incorrect. When trying to find out what was wrong, I noticed that the p@k results were identical to the results I got when calculating the recall@k myself, so I think the implicit library's p@k may be returning the recall@k instead of the precision.

from implicit.

iishutov avatar iishutov commented on August 16, 2024

I have also found that the calculation of precision@k is incorrect. When trying to find out what was wrong, I noticed that the p@k results were identical to the results I got when calculating the recall@k myself, so I think the implicit library's p@k may be returning the recall@k instead of the precision.

Its because of fmin(K, likes.size()). If the average number of interactions per user in the test is lower enough than k, the denominator in line 471 often be the same as in the recall formula, so in this case the result of such precision realization is identical to the recall

from implicit.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.