NHTSA USNCAP INJURY PREDICTOR (GROUP A) — DATASET¶
Batch sibling of the single-row NHTSA USNCAP Injury Predictor (Group A). Takes an input dataset and six column-mapping selects (auto-populated from the dataset’s column list via listDependsOnDataset) and returns the dataset with seven USNCAP driver-injury prediction columns appended per row. Rows whose mapped values are missing, non-numeric, or outside the trained distribution are passed through unchanged and listed in a separate skipped-rows report. Reuses the same model, license gate, and range bounds as nhtsa_usncap_injury_predictor_a — both workers stay in lockstep through a shared static helper.
When to use¶
Tagged: nhtsa, usncap, frontal, injury, occupant, predictor, ml, dataset.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Input Dataset | dataset | dataset | — | ✓ | Dataset with one row per vehicle. Each row needs the six geometry columns mapped below; downstream identity columns (make, model, year, etc.) pass through unchanged with the seven prediction columns appended. |
| Foot rest to X column | foot_rest_to_x_pre_test_col | select | Foot rest to X Pre_test | ✓ | Dataset column carrying the pre-test foot-rest-to-X distance (mm). In-distribution range [394, 760]. Defaults to the trainer’s exact column name. |
| Brake pedal to X column | brake_pedal_to_x_pre_test_col | select | Brake pedal to X Pre_test | ✓ | Dataset column carrying the pre-test brake-pedal-to-X distance (mm). In-distribution range [367, 629]. |
| Center to steering hub column | center_to_steering_wheel_hub_to_x_pre_test_col | select | Center to steering wheel hub to X Pre_test | ✓ | Dataset column carrying the pre-test centre-to-steering-hub distance along X (mm). In-distribution range [12, 300]. |
| Right knee bolster to X column | right_knee_bolster_to_x_pre_test_col | select | Right knee bolster to X Pre_test | ✓ | Dataset column carrying the pre-test right-knee-bolster-to-X distance (mm). In-distribution range [162, 406]. |
| Left knee bolster to X column | left_knee_bolster_to_x_pre_test_col | select | Left knee bolster to X Pre_test | ✓ | Dataset column carrying the pre-test left-knee-bolster-to-X distance (mm). In-distribution range [206, 415]. |
| Door opening column | door_opening_pre_test_col | select | Door Opening Pre_test | ✓ | Dataset column carrying the pre-test door opening clearance (mm). In-distribution range [610, 1217]. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| Predicted Dataset | predicted_dataset | dataset | Input dataset with seven USNCAP injury-target columns appended for every row that passed range validation. Rows that failed are passed through unchanged (without target columns). |
| Rows Predicted | count_predicted | scalar | Number of input rows that produced predictions. |
| Rows Skipped | count_skipped | scalar | Number of input rows rejected for missing or out-of-range geometry values. |
| Skipped Rows | skipped_report | dataset | One row per skipped input, with its original row index and the reasons it was rejected (offending field name + the allowed range). |
Disciplines¶
- data.ml.predict
- data.dataset.transform
- engineering.crash.dynamics
- engineering.occupant.injury
- platform.integration
Auto-generated from platform schema. Worker id: nhtsa_usncap_injury_predictor_a_dataset. Schema hash: e618583fce21. Hand-curated docs in workerexamples/ override this page when present.