Code Monkey home page Code Monkey logo

test_tochka's Introduction

test_tochka

Тестовое задание на предмет предсказания банкротства компании. Выполнены 3 из 4 пунктов.

  1. Собрать из предложенных файлов датасет.
  2. Провести EDA, отобрать фичи и сгенерировать новые.
  3. Обучить модель.
  4. Собрать исполняемый код, который можно будет запустить на проде: на вход будет получать файлы аналогичного формата (по одному), возвращать должен прогнозное значение.

test.ipynb -- код выполенения первых трех пунктов.

результаты на тесте

'accuracy_score': 0.985, 'recall_score': 0.992, 'precision_score': 0.985, 'f1_score': 0.988, 'roc_auc_score': 0.982

test_tochka's People

Contributors

aleksandrmurzin avatar

Watchers

avatar

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.