GithubHelp home page GithubHelp logo

detfis / mercari-solution Goto Github PK

View Code? Open in Web Editor NEW

This project forked from pjankiewicz/mercari-solution

0.0 2.0 0.0 7.94 MB

Mercari 1st place solution (kaggle)

License: MIT License

Python 80.02% Shell 0.91% Jupyter Notebook 7.28% TeX 11.75% Makefile 0.04%

mercari-solution's Introduction

1st place solution to Mercari Price Suggestion Challenge

https://www.kaggle.com/c/mercari-price-suggestion-challenge/

Presentation link (talk given on 31 March 2018)

https://github.com/pjankiewicz/mercari-solution/raw/master/presentation/build/yandex.pdf

Model stats

merge_predictions =
-0.0203
+0.0604 * data1_huber
+0.1051 * data1_huber
+0.0911 * data1_clf
+0.0760 * data1_clf
+0.0851 * data2_huber_bin
+0.0981 * data2_huber
+0.0819 * data2_clf_bin
+0.0717 * data2_clf
+0.0958 * data3_huber_bin
+0.1226 * data3_huber
+0.0578 * data3_clf_bin
+0.0642 * data3_clf
=> RMSLE 0.3733

mercari-solution's People

Contributors

pjankiewicz avatar lopuhin avatar

Watchers

Kamil Pluta avatar James Cloos avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.