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Лучшие гиперпараметры для Qdrant на прогноз в 2h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.9
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                        10MA
params.transformation              rolema
2h_coeff                         2.867592
metrics.2h_is_up_accuracy        0.442434
metrics.2h_is_up_precision       0.768447
metrics.2h_is_up_recall           0.37986
metrics.2h_is_up_f1              0.508405
Name: 2880, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 4h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.8
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                        10MA
params.transformation              rolema
4h_coeff                          4.37328
metrics.4h_is_up_accuracy        0.780611
metrics.4h_is_up_precision       0.954196
metrics.4h_is_up_recall          0.808784
metrics.4h_is_up_f1              0.875493
Name: 2881, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 8h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.6
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                        10MA
params.transformation              rolema
8h_coeff                         4.388444
metrics.8h_is_up_accuracy         0.82509
metrics.8h_is_up_precision       0.842725
metrics.8h_is_up_recall          0.974199
metrics.8h_is_up_f1              0.903705
Name: 2883, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 12h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.6
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                         5MA
params.transformation                 pct
12h_coeff                        4.135411
metrics.12h_is_up_accuracy       0.757848
metrics.12h_is_up_precision      0.759712
metrics.12h_is_up_recall         0.996133
metrics.12h_is_up_f1             0.862006
Name: 3187, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 24h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.6
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                        10MA
params.transformation              rolema
24h_coeff                        4.652073
metrics.24h_is_up_accuracy        0.90131
metrics.24h_is_up_precision        0.9014
metrics.24h_is_up_recall         0.999875
metrics.24h_is_up_f1             0.948087
Name: 2883, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 48h

params.ef_search                      256
params.limit_search_emb                20
params.search_score_threshold         0.6
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                        10MA
params.transformation              rolema
48h_coeff                        4.652048
metrics.48h_is_up_accuracy        0.90131
metrics.48h_is_up_precision      0.901355
metrics.48h_is_up_recall         0.999937
metrics.48h_is_up_f1             0.948091
Name: 2887, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 96h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.9
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                       100MA
params.transformation              rolsma
96h_coeff                        4.778297
metrics.96h_is_up_accuracy       0.936811
metrics.96h_is_up_precision      0.937429
metrics.96h_is_up_recall         0.999268
metrics.96h_is_up_f1             0.967361
Name: 2960, dtype: object

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Лучшие гиперпараметры для Qdrant на прогноз в 168h

params.ef_search                      256
params.limit_search_emb                30
params.search_score_threshold         0.9
params.timeframe                      30m
params.m                               64
params.ef_construct                   256
params.ma_len                       100MA
params.transformation                diff
168h_coeff                       4.842097
metrics.168h_is_up_accuracy      0.954441
metrics.168h_is_up_precision     0.956746
metrics.168h_is_up_recall        0.997476
metrics.168h_is_up_f1            0.976687
Name: 3248, dtype: object

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