/Wine-quality-prediction-using-Linear-regression-in-R

Primary LanguageR

Wine quality prediction is done using linear regression (Logistic reg can also be used)

Wine-quality_predictions.pdf shows the report and explains how the best fit model is selected. r script basic data loading.R shows the R script used to obtain these results.
The following work is performed:

  • Assumptions of linear regression are checked.
  • best linear regression model is selected using exhaustively searching along with some intutions from correlation plot.
  • AIC and BIC values are used to select best features.


Report Snapshot can be seen as: Report Glimps: EDA

  • Please, read report for a complete understanding of work that is been carried out.