SVR – модель опорных векторов (Support Vector Regression). Реализована на Python на основе библиотек skforecast и scikit-learn. Помимо предыдущих значений используются несколько переменных для предсказания значений ряда
| № | Тикер | Текущая дата | Текщая цена | Чистая цена | Прогноз (дней) | Прогнозная дата | Прогноз цены | % изменение | Forecaster | metric_for_opt | row_number | S |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | RTSI | 15/02/2026 | 1,132.99 | 1,132.99 | 10 | 23/02/2026 | 1,132.93 | 0.00 | SVR | 3 | 0 | 58 |
| 1 | RTSI | 15/02/2026 | 1,132.99 | 1,132.99 | 15 | 28/02/2026 | 1,128.81 | -0.40 | SVR | 3 | 0 | 58 |
| 2 | RTSI | 15/02/2026 | 1,132.99 | 1,132.99 | 20 | 05/03/2026 | 1,119.87 | -1.20 | SVR | 3 | 0 | 58 |
| 3 | IMOEX | 15/02/2026 | 2,776.34 | 2,776.34 | 10 | 23/02/2026 | 2,767.53 | -0.30 | SVR | 3 | 0 | 59 |
| 4 | IMOEX | 15/02/2026 | 2,776.34 | 2,776.34 | 15 | 28/02/2026 | 2,756.44 | -0.70 | SVR | 3 | 0 | 59 |
| 5 | IMOEX | 15/02/2026 | 2,776.34 | 2,776.34 | 20 | 05/03/2026 | 2,752.11 | -0.90 | SVR | 3 | 0 | 59 |
| 6 | LKOH | 15/02/2026 | 8,788.50 | 5,260.50 | 10 | 23/02/2026 | 8,811.85 | 0.30 | SVR | 3 | 0 | 60 |
| 7 | LKOH | 15/02/2026 | 8,788.50 | 5,260.50 | 15 | 28/02/2026 | 8,699.70 | -1.00 | SVR | 3 | 0 | 60 |
| 8 | LKOH | 15/02/2026 | 8,788.50 | 5,260.50 | 20 | 05/03/2026 | 8,826.13 | 0.40 | SVR | 3 | 0 | 60 |
| 9 | SBER | 15/02/2026 | 420.39 | 308.55 | 10 | 23/02/2026 | 413.90 | -1.50 | SVR | 3 | 0 | 61 |
| 10 | SBER | 15/02/2026 | 420.39 | 308.55 | 15 | 28/02/2026 | 412.84 | -1.80 | SVR | 3 | 0 | 61 |
| 11 | SBER | 15/02/2026 | 420.39 | 308.55 | 20 | 05/03/2026 | 413.77 | -1.60 | SVR | 3 | 0 | 61 |
| 12 | AFKS | 15/02/2026 | 15.04 | 13.80 | 10 | 23/02/2026 | 14.68 | -2.40 | SVR | 3 | 0 | 67 |
| 13 | AFKS | 15/02/2026 | 15.04 | 13.80 | 15 | 28/02/2026 | 14.46 | -3.90 | SVR | 3 | 0 | 67 |
| 14 | AFKS | 15/02/2026 | 15.04 | 13.80 | 20 | 05/03/2026 | 14.45 | -3.90 | SVR | 3 | 0 | 67 |
| 15 | MAGN | 15/02/2026 | 47.66 | 32.88 | 10 | 23/02/2026 | 43.04 | -9.70 | SVR | 3 | 0 | 69 |
| 16 | MAGN | 15/02/2026 | 47.66 | 32.88 | 15 | 28/02/2026 | 43.66 | -8.40 | SVR | 3 | 0 | 69 |
| 17 | MAGN | 15/02/2026 | 47.66 | 32.88 | 20 | 05/03/2026 | 44.15 | -7.40 | SVR | 3 | 0 | 69 |
| 18 | MGNT | 15/02/2026 | 5,375.25 | 3,206.00 | 10 | 23/02/2026 | 5,298.56 | -1.40 | SVR | 3 | 0 | 70 |
| 19 | MGNT | 15/02/2026 | 5,375.25 | 3,206.00 | 15 | 28/02/2026 | 5,334.18 | -0.80 | SVR | 3 | 0 | 70 |
| 20 | MGNT | 15/02/2026 | 5,375.25 | 3,206.00 | 20 | 05/03/2026 | 5,342.65 | -0.60 | SVR | 3 | 0 | 70 |