GDP Prediction Model
Dataset : https://www.kaggle.com/rutikbhoyar/gdp-prediction-dataset
4 different learning regressors (Linear Regression, SVM, Random Forest, and Gradiant Boosting) were tested to predict GDP, and the best prediction performance was seen in the order :
Random Forest > Gradiant Boosting > Linear Regression > SVM
The Metrics for the best prediction performance using Random Forest regressor, using all features in the dataset is:
- MAE: 2125.24
- RMSE: 3051.71
- R2_Score: 0.8873