| task: | |
| id: grid_functional_zone_classification | |
| type: episode_classification | |
| description: Predict TaxiBJ grid functional-zone class for each grid episode. | |
| inherit_general: true | |
| sample: | |
| primary_key: episode_id | |
| inputs: | |
| tabular_static: | |
| source: taxibj_grid_static_metadata | |
| fields: | |
| - row | |
| - col | |
| - lat | |
| - lon | |
| time_series: | |
| - fields: [inflow, outflow, temperature, windspeed, weather_code, is_holiday] | |
| source: grid_multivariate | |
| window: | |
| length: 672 | |
| unit: 30min | |
| graph: | |
| source: grid_8_neighbor_graph | |
| prediction: | |
| field: zone_id | |
| leakage: | |
| forbidden_input_columns: | |
| - target_class_id | |
| - target_class_name | |
| - zone_id | |
| - zone_name | |
| - episode_id | |
| - grid_id | |
| data_refs: | |
| tabular_static: | |
| taxibj_grid_static_metadata: | |
| file: TaxiBJ_protocol/input_multimodal/meta_features.csv | |
| id_column: episode_id | |
| time_series: | |
| grid_multivariate: | |
| file: | |
| - TaxiBJ_protocol/input_multimodal/time_series/inflow/inflow.h5 | |
| - TaxiBJ_protocol/input_multimodal/time_series/outflow/outflow.h5 | |
| - TaxiBJ_protocol/input_multimodal/time_series/temperature/temperature.h5 | |
| - TaxiBJ_protocol/input_multimodal/time_series/windspeed/windspeed.h5 | |
| - TaxiBJ_protocol/input_multimodal/time_series/weather_code/weather_code.h5 | |
| - TaxiBJ_protocol/input_multimodal/time_series/is_holiday/is_holiday.h5 | |
| value_field: [inflow, outflow, temperature, windspeed, weather_code, is_holiday] | |
| native_grid_minutes: 30 | |
| graph: | |
| grid_8_neighbor_graph: | |
| file: TaxiBJ_protocol/input_multimodal/node_level_task_graphs/grid_8_neighbor_graph/edge_infos.csv | |