/laptop-prediction

Primary LanguageJupyter NotebookMIT LicenseMIT

Laptop price prediction

Aplicacao de técnicas que busca extrair, transformar e predizer os dados relacianos ao valores de laptops

Técnicas

  • Label encoder
  • Standard scaler
  • Correlation
  • Delete outliers

Bibliotecas

  • Pandas
  • Seaborn
  • Sklearn
  • Cat Boost Regressor
  • Matplotlib

Avaliação

  • Mean Squared Error: 122499879.14464653
  • R-squared: 0.8827289571740422

r-squared

Boxplot