| Algorithm | Options | R^2 score | Kaggle score |
|---|---|---|---|
| Support Vector Regressor | rbf | 0.80 | 0.16950 |
| Support Vector Regressor | linear | 0.72 | 0.16441 |
| Support Vector Regressor | poly | 0.59 | 0.35533 |
| CatBoost | auto | 0.93 | 0.21919 |
| CatBoost | hyperopt | 0.82 | 0.24115 |
| XGBoost | |||
| Random Forest | 20 estimators | ||
| Voting ensemble | |||
| AdaBoost | |||
| Bagging | |||
| Gradient boosting | |||
| GridsearchCV | |||
| Neural Net | |||