This project implements the following Machine Learning models,
- Support Vector Regression - Kernels: Linear, RBF, Polynomial
- Random Forest Regression
- XGBoost
- Bayesian Gaussian Process
The following packages must be installed in order to run this program,
- numpy - 1.15.4v
- scipy - 1.2.0v
- pandas - 0.23.4v
- scikit-learn - 0.20.1v
- xgboost - 0.81v
- pymc3 - 3.5v
- Matplotlib -
- seaborn - 0.9.0v
- Specify the
file_pathof the dataset you want to run - Specify the dependent variable desired - Average latency/Throughput