The repository contains a website designed to evaluate the price of a diamond based on specific criteria, including the diamond's color, cut, clarity, total depth percentage, table percentage, depth, width, and length. For this project, we used the K-Nearest Neighbors (KNN) algorithm to estimate diamond prices. Additionally, we employed the KNN method to clean the database, addressing missing and incorrect values. With the cleaned database, we also use the method KNN to predict the value of new diamond.
Discover the price of the your diamonds
ATTENTION: For know more about the study to database diamonds, click in above link for can use the program and read the study.
You will see a case when we need a program to evaluate a diamond
- AGRAWAL, Shivam. Diamonds. Kaggle, Udaipur, 28 de junho de 2017. Disponível em: [https://www.kaggle.com/datasets/shivam2503/diamonds]. Acesso em: 1 de abril de 2024.
- EU AMO DIAMANTES, O que são os pontos de um diamante?. Ponta Grossa. Disponível em: [https://stelladiamonds.com.br/o-que-sao-os-pontos-de-um-diamante/]. Acesso em: 26 de abril de 2024
- RUSSELL, Stuart; NORVIG, Peter. Título: Inteligência Artificial - Uma Abordagem Moderna. Quarta edição. Local de publicação: GEN LTC, 11 de agosto de 2022.