Project information
- Title: Regression & Clustering Model
- Language: Python
- Tools: Google Colaboratory
- Project date: 2 May, 2023
- Project URL: Regression & Clustering Model
Detail information
In this portfolio, modeling is performed using multiple linear regression and clustering models with K-Means Clustering. In the linear regression analysis, predicted values and evaluation metrics (MAE, MSE, RMSE, MAPE) are displayed to assess the model's predictive performance. As for K-means clustering, silhouette score is used to evaluate how well the model can separate data groups into different clusters with varying values of k.