It is a regression of predicting Discharge Pressure of a compressor in psig.
Use the following commands to run the application :
Step 1: git clone git@github.com:abhishek-shrm/discharge-pressure-prediction.git
Step 2: Move to the downloaded repository
Step 3: sudo docker build -t discharge-pressure-prediction:1.0.0 .
Step 4: sudo docker run -p 5000:5000 discharge-pressure-prediction:1.0.0
Step 5: Open localhost:5000 to use the application
This dataset contains 296450 rows and 9 columns.
| Algorithm | RMSE |
|---|---|
| Multiple Linear Regression | 2.4545 |
| Multi-Dimensional Polynomial Regression | 1.2163 |
| XGBoost Regressor | 1.3080 |
| Multi-Layer Perceptron | 1.6427 |
