Machine_Learning_Project_Armenian_cars_Price_predictions
RazmikAvagyan/Machine_Learning_Project_Armenian_cars_Price_predictions
Machine learning project predicting used car prices in Armenia and clustering the market into price segments, using regression (Linear, Decision Tree, Random Forest) and clustering (K-Means, Hierarchical, DBSCAN) with PCA and hyperparameter tuning.
machine-learningregressionclusteringprice-predictionautomotivearmenian-marketjupyter-notebookscikit-learn
Summary
A machine learning project predicting used car prices in Armenia using regression models (Linear, Decision Tree, Random Forest) and clustering the market (K-Means, Hierarchical, DBSCAN). Includes data cleaning, feature engineering, PCA, hyperparameter tuning via GridSearchCV/RandomizedSearchCV, and evaluation with MAE, RMSE, R², and Silhouette Score.