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
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.