项目作者: Aayush360

项目描述 :
Boston House Price Prediction using multivariable regression.
高级语言: Jupyter Notebook
项目地址: git://github.com/Aayush360/Boston_house_prediction.git
创建时间: 2020-07-22T10:41:31Z
项目社区:https://github.com/Aayush360/Boston_house_prediction

开源协议:

下载


Boston_house_prediction

I have used load_boston() dataset from sklearn for predicting the price of house and Flask for serving locally. This model has R-squared value of 0.792 and Mean
Squared Error of 0.035.

I have dropped AGE and INDUS feature as they donot give much explanatory power to the model.
For the target PRICE I used log_transformation to make the model linear.