| { | |
| "sklearn": { | |
| "columns": [ | |
| "Period", | |
| "Company", | |
| "Revenue", | |
| "Net Income", | |
| "Liabilities", | |
| "Assets", | |
| "Equity", | |
| "ROA (%)", | |
| "ROE (%)", | |
| "Debt to Equity" | |
| ], | |
| "environment": [ | |
| "pandas", | |
| "statsmodels", | |
| "scikit-learn" | |
| ], | |
| "example_input": { | |
| "Assets": [ | |
| 65782612977, | |
| 23437806831, | |
| 55383211771 | |
| ], | |
| "Company": [ | |
| "SAP SE", | |
| "SAP SE", | |
| "SAP SE" | |
| ], | |
| "Debt to Equity": [ | |
| 0.393327841, | |
| 0.930170072, | |
| 2.717704304 | |
| ], | |
| "Equity": [ | |
| 47212587750, | |
| 12142871334, | |
| 14897153522 | |
| ], | |
| "Liabilities": [ | |
| 18570025227, | |
| 11294935497, | |
| 40486058249 | |
| ], | |
| "Net Income": [ | |
| 719090971.2, | |
| 744873003.7, | |
| 1997618536.0 | |
| ], | |
| "Period": [ | |
| "2017-03-31", | |
| "2017-06-30", | |
| "2017-09-30" | |
| ], | |
| "ROA (%)": [ | |
| 1.093132271, | |
| 3.17808321, | |
| 3.606902655 | |
| ], | |
| "ROE (%)": [ | |
| 1.523091628, | |
| 6.134241097, | |
| 13.40939753 | |
| ], | |
| "Revenue": [ | |
| 6568715630, | |
| 6644029236, | |
| 18227487487 | |
| ] | |
| }, | |
| "model": { | |
| "file": "sarima_sap_model.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-regression" | |
| } | |
| } |