项目作者: tahaShm

项目描述 :
This is a prediction project using a variety of regression models: linear regression, random forest regression, ridge, regression, SVR regression, light gbm regression.
高级语言: HTML
项目地址: git://github.com/tahaShm/phone-price-prediction.git
创建时间: 2021-08-28T09:28:45Z
项目社区:https://github.com/tahaShm/phone-price-prediction

开源协议:

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phone-price-prediction

This is a regression project containing these topics:

  • Onehot encoding
  • Data oversampling for balance
  • Information gain analysis
  • Data preprocessing (normalizing, removing stop words, lemmatizing)
  • Feature selection
  • Performing regressions
    • linear regression
    • random forest regression
    • ridge regression
    • svr regression.
    • light gbm regression.