| { | |
| "ticker": "AAPL NASDAQ", | |
| "models_trained": [ | |
| "MA", | |
| "ARIMA", | |
| "VAR" | |
| ], | |
| "training_data_points": 51, | |
| "test_data_points": 13, | |
| "performance_metrics": { | |
| "MA": { | |
| "RMSE": 8.193976773982733, | |
| "MAE": 7.4820004976712715 | |
| }, | |
| "ARIMA": { | |
| "RMSE": 18.257184732623895, | |
| "MAE": 16.946597601548437 | |
| }, | |
| "VAR": { | |
| "RMSE": 30.993064483989386, | |
| "MAE": 30.294726939942144 | |
| } | |
| } | |
| } |