| freqai.feature_parameters.max_label_natr_ratio | 12.0 | float > 0 | Maximum labeling NATR ratio used for reversals labeling HPO. |
| freqai.feature_parameters.label_frequency_candles | `auto` | int >= 2 \| `auto` | Reversals labeling frequency. `auto` = max(2, 2 \* number of whitelisted pairs). |
| freqai.feature_parameters.label_metric | `euclidean` | string (supported: `euclidean`,`minkowski`,`cityblock`,`chebyshev`,`mahalanobis`,`seuclidean`,`jensenshannon`,`sqeuclidean`,...) | Metric used in distance calculations to ideal point. |
-| freqai.feature_parameters.label_weights | [0.5,0.5,0.5] | list[float] | Per-objective weights used in distance calculations to ideal point. First objective is the number of detected reversals. Second objective is the median swing amplitude of Zigzag reversals (reversals quality). Third objective is the median volatility-adjusted swing amplitude. |
+| freqai.feature_parameters.label_weights | [1/3,1/3,1/3] | list[float] | Per-objective weights used in distance calculations to ideal point. First objective is the number of detected reversals. Second objective is the median swing amplitude of Zigzag reversals (reversals quality). Third objective is the median volatility-adjusted swing amplitude. |
| freqai.feature_parameters.label_p_order | `None` | float | p-order used by Minkowski / power-mean calculations (optional). |
| freqai.feature_parameters.label_medoid_metric | `euclidean` | string | Metric used with `medoid`. |
| freqai.feature_parameters.label_kmeans_metric | `euclidean` | string | Metric used for k-means clustering. |
"include_timeframes": ["5m", "15m", "1h", "4h"],
"label_period_candles": 18,
"label_metric": "euclidean",
- "label_weights": [0.5, 0.5, 0.5],
"include_shifted_candles": 6,
"DI_threshold": 10,
"weight_factor": 0.9,