SQL Database Tables
Below are the different data sets that you will find in your database after deployment.
| Table | Description |
|---|---|
| LengthOfStay | Raw data about each hospital admission with missing values replaced by the mode or mean |
| LoS | Analytical data set: cleaned data with new features |
| Train_Id | List of encounter IDs that will go to the training set |
| Models | Table storing the trained models |
| Boosted_Prediction | Prediction results when testing the trained boosted trees (rxFastTrees) |
| Metrics | Performance metrics of the models tested |
| LoS_Predictions | Testing set with the predicted dates of the two trained models for discharge |
