Sökning: "Stephany Rojas Gerena"

Hittade 1 uppsats innehållade orden Stephany Rojas Gerena.

1. 1. Classification of Premium and Non-Premium Products using XGBoost and Logistic Regression

   Magister-uppsats, Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

   Författare :Francisco Erazo; Stephany Rojas Gerena; [2022]
   Nyckelord :XGBoost; Logistic Regression; Classification Algorithms; Food and Beverage; Cost-Sensitive Analysis; SMOTE; Business and Economics;

   Sammanfattning : In the past few years, many industries have become interested in premium product segmentation to achieve higher unit margins. In this paper, we applied machine learning algorithms to predict whether a product is premium or non-premium. LÄS MER